├── .github ├── scripts │ └── run_one.py └── workflows │ └── test_nbs.yml ├── .gitignore ├── .gitmodules ├── Dockerfile ├── LICENSE ├── README.md ├── cicd-course ├── README.md ├── ci.py ├── client │ ├── compare_runs.py │ ├── deployment.ipynb │ ├── deployment.py │ ├── github_api.ipynb │ ├── octokit-example.js │ ├── promote_model.py │ └── wandb_client.ipynb ├── intro │ └── create_runs.ipynb ├── promote.yaml ├── requirements.txt └── test-example │ ├── conda-environment.yaml │ ├── params.py │ ├── test_metrics.py │ ├── test_train.py │ ├── train.py │ └── utils.py ├── decision-opt-course ├── .gitignore ├── 1_profit_curves.ipynb ├── 2_bimbo.ipynb ├── 2_theory.ipynb ├── 3_dynamic_decision_opt.ipynb ├── 3_dynamic_opt_data_prep.ipynb ├── 4_ad_hoc_adjustments.ipynb ├── 4_measure_drift.ipynb ├── README.md ├── __init__.py ├── assignment │ ├── data │ │ └── train.csv │ └── start_here.ipynb └── utils │ ├── __init__.py │ ├── modeling.py │ └── time_series_split_modeling.py ├── edu_resources ├── README.md └── files │ ├── all_research_orgs.svg │ ├── index.md │ └── wandb_for_research_and_education_-_integrations.svg ├── keras ├── .gitignore ├── README.md ├── autoencoder │ ├── autoencoder.py │ ├── autoencoder_cnn.py │ ├── denoising_autoencoder.py │ └── run_autoencoder.py ├── cifar-augmentation │ └── cifar.ipynb ├── cifar-learn-rate │ └── learn rate.ipynb ├── cnn-text │ ├── download-imdb.py │ ├── imdb-bow.py │ ├── imdb-cnn.py │ ├── imdb-embedding.py │ ├── imdb-lstm.py │ └── imdb.py ├── cnn │ ├── cnn.py │ ├── conv-demo.py │ ├── fashion.py │ └── puppy.jpg ├── emotion-classifier │ ├── app │ │ ├── asset-manifest.json │ │ ├── favicon.png │ │ ├── index.html │ │ ├── manifest.json │ │ ├── models │ │ │ ├── tiny_face_detector_model-shard1 │ │ │ └── tiny_face_detector_model-weights_manifest.json │ │ ├── precache-manifest.e7a9e8115dda038f212f354ddedbd134.js │ │ ├── service-worker.js │ │ └── static │ │ │ ├── css │ │ │ ├── main.679383b4.chunk.css │ │ │ └── main.679383b4.chunk.css.map │ │ │ └── js │ │ │ ├── 2.bb65d6fc.chunk.js │ │ │ ├── 2.bb65d6fc.chunk.js.map │ │ │ ├── main.2b489c34.chunk.js │ │ │ ├── main.2b489c34.chunk.js.map │ │ │ ├── runtime~main.a8a9905a.js │ │ │ └── runtime~main.a8a9905a.js.map │ ├── convert.sh │ ├── serve.sh │ ├── train.py │ └── wandb │ │ └── settings ├── intro │ ├── mlp.py │ ├── mnist.png │ ├── perceptron-linear.py │ ├── perceptron-logistic.py │ ├── perceptron-normalize.py │ ├── perceptron-single-fixed.py │ └── perceptron-single.py ├── lstm-classifier │ ├── download-imdb.py │ ├── imdb-lstm.py │ └── imdb.py ├── mlp │ └── mlp.py ├── one-shot │ ├── One Shot.ipynb │ └── omniglot.py ├── seq2seq │ └── train.py ├── text-classifier │ ├── classifier.py │ ├── feature-extraction-1.py │ ├── feature-extraction-2.py │ ├── feature-extraction-3.py │ ├── load-data.py │ └── tweets.csv ├── text-gen │ ├── char-gen.py │ ├── female.txt │ ├── lukascode.txt │ ├── make-lukascode.sh │ └── male.txt ├── time-series │ ├── flusearches.csv │ ├── international-airline-passengers.csv │ ├── make-sin.py │ ├── perceptron.py │ ├── plotutil.py │ ├── rnn.py │ ├── sin.csv │ └── twosin.csv ├── transfer-learning │ ├── elephant.jpg │ ├── groceries.py │ └── transfer-demo.ipynb └── video-predict │ └── video.ipynb ├── lightning ├── .gitignore ├── README.md ├── autoencoder │ ├── README.md │ ├── autoencoder-fashion.ipynb │ └── autoencoder-mnist.ipynb ├── cnn │ ├── README.md │ ├── architecture_search.ipynb │ ├── cnn.ipynb │ ├── convolution_and_pooling.ipynb │ ├── debug_hyperparameters.ipynb │ └── ims │ │ ├── dog.jpg │ │ └── smiley.png ├── gan │ ├── README.md │ └── gan-mnist.ipynb ├── perceptron │ ├── README.md │ ├── dataloading.ipynb │ ├── mlp.ipynb │ └── perceptron_fives.ipynb ├── performance │ ├── README.md │ ├── profile.ipynb │ ├── pruning_cnn.ipynb │ └── quantization_cnn.ipynb ├── projects │ ├── README.md │ ├── architecture_search.ipynb │ ├── chess_piece_detector.ipynb │ ├── constrained_emotion_classifier.ipynb │ ├── emotion_classifier.ipynb │ └── yahoo-answers-classifier.ipynb └── utils.py ├── llm-apps-course ├── .DS_Store ├── README.md ├── docs_sample │ ├── collaborate-on-reports.md │ ├── dataset-versioning.md │ ├── getting-started.md │ ├── lightning.md │ ├── model-management-concepts.md │ ├── quickstart.md │ ├── tables-quickstart.md │ ├── tags.md │ ├── teams.md │ ├── track-external-files.md │ └── walkthrough.md ├── notebooks │ ├── 01. Using_APIs.ipynb │ ├── 02. Generation.ipynb │ ├── 03. Retrieval.ipynb │ ├── examples.txt │ ├── prompt_template.txt │ └── system_template.txt ├── requirements.txt └── src │ ├── app.py │ ├── chain.py │ ├── chat_prompt.json │ ├── config.py │ ├── eval.py │ ├── ingest.py │ └── prompts.py ├── llm-intro ├── connections.py ├── finserv_classify.py ├── finserv_rag.py └── requirements.txt ├── llm-structured-extraction ├── .gitignore ├── 1.introduction.ipynb ├── 2.tips.ipynb ├── 3.0.applications-rag.ipynb ├── 3.1.validation-rag.ipynb ├── 4.final-project.ipynb ├── README.md ├── __init__.py ├── helpers.py └── requirements.txt ├── llm-training-course └── colab │ ├── finetuning.ipynb │ └── utils.py ├── math-for-ml ├── .gitignore ├── 01_linearalgebra │ ├── exercises.ipynb │ ├── extras.ipynb │ └── utils │ │ ├── __init__.py │ │ ├── animate.py │ │ ├── config │ │ ├── random_matrix.py │ │ ├── svd.py │ │ └── tests │ │ ├── q01.py │ │ ├── q02.py │ │ ├── q03.py │ │ ├── q04.py │ │ ├── q05.py │ │ ├── q06.py │ │ ├── q07.py │ │ ├── q08.py │ │ └── q09.py ├── 02_calculus │ ├── exercises.ipynb │ ├── extras.ipynb │ └── utils │ │ ├── __init__.py │ │ ├── config │ │ ├── grad_plot.py │ │ ├── models.py │ │ ├── surfaces.py │ │ └── tests │ │ ├── q01.py │ │ ├── q02.py │ │ ├── q03.py │ │ └── q04.py ├── 03_probability │ ├── exercises.ipynb │ ├── extras.ipynb │ └── utils │ │ ├── __init__.py │ │ ├── clt.py │ │ ├── config │ │ ├── mle.py │ │ ├── tests │ │ ├── q01.py │ │ ├── q02.py │ │ ├── q03.py │ │ ├── q04.py │ │ ├── q05.py │ │ ├── q06.py │ │ ├── q07.py │ │ ├── q08.py │ │ ├── q09.py │ │ ├── q10.py │ │ └── q11.py │ │ └── util.py ├── Dockerfile ├── README.md ├── autograder.py ├── requirements-colab.txt ├── requirements-local.txt └── requirements.txt ├── ml-dataval-course ├── .gitignore ├── 00-eda.ipynb ├── 01-trainpipelines.ipynb ├── 02-explorecorrupt.ipynb ├── 03-schemavalidation.ipynb ├── 04-driftdetection.ipynb ├── 05-gate.ipynb ├── LICENSE ├── README.md ├── dataval │ ├── __init__.py │ ├── dataset.py │ ├── plot.py │ └── train.py ├── download.sh ├── requirements.txt └── setup.py ├── mlops-001 ├── README.md ├── lesson1 │ ├── 01_EDA.ipynb │ ├── 02_Split.ipynb │ ├── 03_Baseline.ipynb │ ├── params.py │ ├── requirements.txt │ └── utils.py ├── lesson2 │ ├── 03_Baseline.ipynb │ ├── 04_refactor_baseline.ipynb │ ├── conda-environment.yaml │ ├── params.py │ ├── sweep.yaml │ ├── train.py │ └── utils.py └── lesson3 │ ├── eval.py │ ├── params.py │ └── utils.py ├── model-dev-course ├── lesson1 │ ├── Lesson 1 slides.pdf │ ├── README.md │ ├── assets │ │ ├── annotated_lemons.png │ │ └── lemons.png │ ├── baseline_classifier.ipynb │ ├── prepare_data.ipynb │ ├── requirements.txt │ └── review_raw_data.ipynb ├── lesson2 │ ├── Lesson 2 slides.pdf │ ├── refactored.ipynb │ ├── sweep.yaml │ └── train.py └── lesson3 │ ├── Lesson 3 Slides.pdf │ └── eval.py ├── model-management ├── .dockerignore ├── .gitignore ├── Dockerfile.eval ├── Dockerfile.train ├── README.md ├── eval.py ├── image.png ├── log_model_demo.ipynb ├── mini_llm │ ├── __init__.py │ ├── data.py │ ├── hf.py │ ├── openai.py │ └── utils.py ├── requirements.txt ├── requirements_eval.txt ├── save_baseline_to_artifact.py └── train.py ├── model-registry-201 ├── Consuming_Registered_Models.ipynb ├── Logging_Models_HuggingFace.ipynb ├── Logging_Models_PyTorch.ipynb ├── Logging_Models_PyTorch_Lightning.ipynb ├── Logging_Models_by_Reference.ipynb └── README.md ├── prompting ├── README.md ├── aman_prompt_engineering.md ├── lilianweng_prompt_engineering.md ├── prompt_engineering.ipynb ├── scrape_prompt_engineering_blog.py └── text_formatting.py ├── pyimagesearch ├── README.md ├── eda.py ├── environment.yml ├── eval.ipynb ├── eval.py ├── params.py ├── prepare_data.ipynb ├── prepare_data.py ├── requirements.txt ├── sweep.yaml ├── train.py └── utils.py ├── rag-advanced ├── .gitignore ├── README.md ├── data │ └── .gitinclude ├── images │ ├── 01_chunked_data.png │ ├── 01_raw_data.png │ ├── 01_weave_trace_timeline.png │ ├── 03_compare_retriever_responses.png │ ├── 03_compare_retrievers.png │ ├── 04_compare_query_enhanced_responses.png │ └── 06_compare_prompts.png ├── notebooks │ ├── Chapter00.ipynb │ ├── Chapter01.ipynb │ ├── Chapter02.ipynb │ ├── Chapter03.ipynb │ ├── Chapter04.ipynb │ ├── Chapter05.ipynb │ ├── Chapter06.ipynb │ ├── prompts │ │ ├── correctness_eval.json │ │ ├── improved_prompt_v1.txt │ │ ├── improved_prompt_v2.txt │ │ ├── improved_prompt_v3.txt │ │ ├── initial_system.txt │ │ ├── intent_prompt.json │ │ ├── query_enhanced_system.txt │ │ ├── retrieval_eval.json │ │ ├── retrieval_generation_prompt.json │ │ └── search_query.json │ ├── rag_tooluse │ │ ├── rag_tooluse_v2.ipynb │ │ └── tool_def_v2.py │ └── scripts │ │ ├── __init__.py │ │ ├── chunking.py │ │ ├── embedding.py │ │ ├── preprocess.py │ │ ├── query_enhancer.py │ │ ├── rag_pipeline.py │ │ ├── reranker.py │ │ ├── response_generator.py │ │ ├── response_metrics.py │ │ ├── retrieval_metrics.py │ │ ├── retriever.py │ │ └── utils.py ├── requirements.txt └── resources │ ├── Chapter 0 - extras │ ├── Chapter00.md │ ├── RAG-0.1-course intro.srt │ ├── RAG-0.2-setup.srt │ └── RAG-0.3-course outro.srt │ ├── Chapter 1 │ ├── Chapter01.md │ ├── RAG-1.1-chapter introduction.srt │ ├── RAG-1.2-basic - advanced RAG.srt │ ├── RAG-1.3-wandbot-.srt │ ├── RAG-1.4-20-80.srt │ ├── RAG-1.5-best practices-.srt │ ├── RAG-1.6-RAG evolution.srt │ └── RAG-1.7-code.srt │ ├── Chapter 2 │ ├── Chapter02.md │ ├── RAG-2.1-chapter introduction.srt │ ├── RAG-2.10-LLM eval limitations.srt │ ├── RAG-2.11-pairwise eval.srt │ ├── RAG-2.12-conclusion.srt │ ├── RAG-2.2-evaluation basics.srt │ ├── RAG-2.3-code-.srt │ ├── RAG-2.4-evaluating retriever-.srt │ ├── RAG-2.5-LLM evaluator-.srt │ ├── RAG-2.6-assertions.srt │ ├── RAG-2.7-limitations.srt │ ├── RAG-2.8-LLM eval in action.srt │ └── RAG-2.9-re-evaluting models.srt │ ├── Chapter 3 │ ├── Chapter03.md │ ├── RAG-3.1-chapter intro.srt │ ├── RAG-3.10-BM25.srt │ ├── RAG-3.11-conclusion.srt │ ├── RAG-3.2-data ingestion.srt │ ├── RAG-3.3-data parsing.srt │ ├── RAG-3.4-chunking.srt │ ├── RAG-3.5-metadata management.srt │ ├── RAG-3.6-data ingestion challenges-.srt │ ├── RAG-3.7-from experience.srt │ ├── RAG-3.8-code.srt │ └── RAG-3.9-chunking in code.srt │ ├── Chapter 4 │ ├── Chapter04.md │ ├── RAG-4.1-chapter intro.srt │ ├── RAG-4.2-key techniques.srt │ ├── RAG-4.3-enhancing context-.srt │ ├── RAG-4.4-LLM in query enhancement-.srt │ ├── RAG-4.5-Query enhancement in Wandbot-.srt │ └── RAG-4.6-code.srt │ ├── Chapter 5 │ ├── Chapter05.md │ ├── RAG-5.1-chapter intro.srt │ ├── RAG-5.10-code.srt │ ├── RAG-5.11-rank fusion.srt │ ├── RAG-5.12-hybrid retriever-.srt │ ├── RAG-5.13-conclusion.srt │ ├── RAG-5.2-limitations.srt │ ├── RAG-5.3-comp evaluation-.srt │ ├── RAG-5.4-query translation-.srt │ ├── RAG-5.5-retrieve with COT.srt │ ├── RAG-5.6-metadata filtering.srt │ ├── RAG-5.7-logical routing.srt │ ├── RAG-5.8-context stuffing.srt │ └── RAG-5.9-cross encoder.srt │ ├── Chapter 6 │ ├── Chapter06.md │ ├── RAG-6.1-chapter intro.srt │ ├── RAG-6.2-response synthesis.srt │ ├── RAG-6.3-prompting in RAG.srt │ ├── RAG-6.4-system prompt.srt │ ├── RAG-6.5-few shot prompting.srt │ ├── RAG-6.6-advanced prompting.srt │ ├── RAG-6.7-ensuring quality-.srt │ ├── RAG-6.8-troubleshooting.srt │ └── RAG-6.9-code.srt │ ├── Chapter 7 │ ├── RAG-7.1-chapter intro.srt │ ├── RAG-7.2-frameworks.srt │ ├── RAG-7.3-data ingestion.srt │ ├── RAG-7.4-vector store.srt │ ├── RAG-7.5-LLM calls.srt │ └── RAG-7.6-configuration-.srt │ ├── Cohere │ ├── Cohere - Video 1.srt │ ├── Cohere - Video 2.srt │ ├── Cohere - Video 3.srt │ └── Cohere - Video 4.srt │ ├── README.md │ ├── Weaviate │ ├── Weaviate - Video 1.srt │ └── Weaviate - Video 2.srt │ ├── notebooks_all_chapters.md │ └── transcriptions_all_txt_rag.txt └── wandb101 ├── README.md ├── get_started.ipynb └── requirements.txt /.github/scripts/run_one.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/.github/scripts/run_one.py -------------------------------------------------------------------------------- /.github/workflows/test_nbs.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/.github/workflows/test_nbs.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/.gitignore -------------------------------------------------------------------------------- /.gitmodules: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/.gitmodules -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/Dockerfile -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/README.md -------------------------------------------------------------------------------- /cicd-course/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/cicd-course/README.md -------------------------------------------------------------------------------- /cicd-course/ci.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/cicd-course/ci.py -------------------------------------------------------------------------------- /cicd-course/client/compare_runs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/cicd-course/client/compare_runs.py -------------------------------------------------------------------------------- /cicd-course/client/deployment.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/cicd-course/client/deployment.ipynb -------------------------------------------------------------------------------- /cicd-course/client/deployment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/cicd-course/client/deployment.py -------------------------------------------------------------------------------- /cicd-course/client/github_api.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/cicd-course/client/github_api.ipynb -------------------------------------------------------------------------------- /cicd-course/client/octokit-example.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/cicd-course/client/octokit-example.js -------------------------------------------------------------------------------- /cicd-course/client/promote_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/cicd-course/client/promote_model.py -------------------------------------------------------------------------------- /cicd-course/client/wandb_client.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/cicd-course/client/wandb_client.ipynb -------------------------------------------------------------------------------- /cicd-course/intro/create_runs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/cicd-course/intro/create_runs.ipynb -------------------------------------------------------------------------------- /cicd-course/promote.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/cicd-course/promote.yaml -------------------------------------------------------------------------------- /cicd-course/requirements.txt: -------------------------------------------------------------------------------- 1 | wandb 2 | -------------------------------------------------------------------------------- /cicd-course/test-example/conda-environment.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/cicd-course/test-example/conda-environment.yaml -------------------------------------------------------------------------------- /cicd-course/test-example/params.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/cicd-course/test-example/params.py -------------------------------------------------------------------------------- /cicd-course/test-example/test_metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/cicd-course/test-example/test_metrics.py -------------------------------------------------------------------------------- /cicd-course/test-example/test_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/cicd-course/test-example/test_train.py -------------------------------------------------------------------------------- /cicd-course/test-example/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/cicd-course/test-example/train.py -------------------------------------------------------------------------------- /cicd-course/test-example/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/cicd-course/test-example/utils.py -------------------------------------------------------------------------------- /decision-opt-course/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/decision-opt-course/.gitignore -------------------------------------------------------------------------------- /decision-opt-course/1_profit_curves.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/decision-opt-course/1_profit_curves.ipynb -------------------------------------------------------------------------------- /decision-opt-course/2_bimbo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/decision-opt-course/2_bimbo.ipynb -------------------------------------------------------------------------------- /decision-opt-course/2_theory.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/decision-opt-course/2_theory.ipynb -------------------------------------------------------------------------------- /decision-opt-course/3_dynamic_decision_opt.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/decision-opt-course/3_dynamic_decision_opt.ipynb -------------------------------------------------------------------------------- /decision-opt-course/3_dynamic_opt_data_prep.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/decision-opt-course/3_dynamic_opt_data_prep.ipynb -------------------------------------------------------------------------------- /decision-opt-course/4_ad_hoc_adjustments.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/decision-opt-course/4_ad_hoc_adjustments.ipynb -------------------------------------------------------------------------------- /decision-opt-course/4_measure_drift.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/decision-opt-course/4_measure_drift.ipynb -------------------------------------------------------------------------------- /decision-opt-course/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/decision-opt-course/README.md -------------------------------------------------------------------------------- /decision-opt-course/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /decision-opt-course/assignment/data/train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/decision-opt-course/assignment/data/train.csv -------------------------------------------------------------------------------- /decision-opt-course/assignment/start_here.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/decision-opt-course/assignment/start_here.ipynb -------------------------------------------------------------------------------- /decision-opt-course/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /decision-opt-course/utils/modeling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/decision-opt-course/utils/modeling.py -------------------------------------------------------------------------------- /decision-opt-course/utils/time_series_split_modeling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/decision-opt-course/utils/time_series_split_modeling.py -------------------------------------------------------------------------------- /edu_resources/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/edu_resources/README.md -------------------------------------------------------------------------------- /edu_resources/files/all_research_orgs.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/edu_resources/files/all_research_orgs.svg -------------------------------------------------------------------------------- /edu_resources/files/index.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/edu_resources/files/index.md -------------------------------------------------------------------------------- /edu_resources/files/wandb_for_research_and_education_-_integrations.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/edu_resources/files/wandb_for_research_and_education_-_integrations.svg -------------------------------------------------------------------------------- /keras/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/.gitignore -------------------------------------------------------------------------------- /keras/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/README.md -------------------------------------------------------------------------------- /keras/autoencoder/autoencoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/autoencoder/autoencoder.py -------------------------------------------------------------------------------- /keras/autoencoder/autoencoder_cnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/autoencoder/autoencoder_cnn.py -------------------------------------------------------------------------------- /keras/autoencoder/denoising_autoencoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/autoencoder/denoising_autoencoder.py -------------------------------------------------------------------------------- /keras/autoencoder/run_autoencoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/autoencoder/run_autoencoder.py -------------------------------------------------------------------------------- /keras/cifar-augmentation/cifar.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/cifar-augmentation/cifar.ipynb -------------------------------------------------------------------------------- /keras/cifar-learn-rate/learn rate.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/cifar-learn-rate/learn rate.ipynb -------------------------------------------------------------------------------- /keras/cnn-text/download-imdb.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/cnn-text/download-imdb.py -------------------------------------------------------------------------------- /keras/cnn-text/imdb-bow.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/cnn-text/imdb-bow.py -------------------------------------------------------------------------------- /keras/cnn-text/imdb-cnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/cnn-text/imdb-cnn.py -------------------------------------------------------------------------------- /keras/cnn-text/imdb-embedding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/cnn-text/imdb-embedding.py -------------------------------------------------------------------------------- /keras/cnn-text/imdb-lstm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/cnn-text/imdb-lstm.py -------------------------------------------------------------------------------- /keras/cnn-text/imdb.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/cnn-text/imdb.py -------------------------------------------------------------------------------- /keras/cnn/cnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/cnn/cnn.py -------------------------------------------------------------------------------- /keras/cnn/conv-demo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/cnn/conv-demo.py -------------------------------------------------------------------------------- /keras/cnn/fashion.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/cnn/fashion.py -------------------------------------------------------------------------------- /keras/cnn/puppy.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/cnn/puppy.jpg -------------------------------------------------------------------------------- /keras/emotion-classifier/app/asset-manifest.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/emotion-classifier/app/asset-manifest.json -------------------------------------------------------------------------------- /keras/emotion-classifier/app/favicon.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/emotion-classifier/app/favicon.png -------------------------------------------------------------------------------- /keras/emotion-classifier/app/index.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/emotion-classifier/app/index.html -------------------------------------------------------------------------------- /keras/emotion-classifier/app/manifest.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/emotion-classifier/app/manifest.json -------------------------------------------------------------------------------- /keras/emotion-classifier/app/models/tiny_face_detector_model-shard1: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/emotion-classifier/app/models/tiny_face_detector_model-shard1 -------------------------------------------------------------------------------- /keras/emotion-classifier/app/models/tiny_face_detector_model-weights_manifest.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/emotion-classifier/app/models/tiny_face_detector_model-weights_manifest.json -------------------------------------------------------------------------------- /keras/emotion-classifier/app/precache-manifest.e7a9e8115dda038f212f354ddedbd134.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/emotion-classifier/app/precache-manifest.e7a9e8115dda038f212f354ddedbd134.js -------------------------------------------------------------------------------- /keras/emotion-classifier/app/service-worker.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/emotion-classifier/app/service-worker.js -------------------------------------------------------------------------------- /keras/emotion-classifier/app/static/css/main.679383b4.chunk.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/emotion-classifier/app/static/css/main.679383b4.chunk.css -------------------------------------------------------------------------------- /keras/emotion-classifier/app/static/css/main.679383b4.chunk.css.map: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/emotion-classifier/app/static/css/main.679383b4.chunk.css.map -------------------------------------------------------------------------------- /keras/emotion-classifier/app/static/js/2.bb65d6fc.chunk.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/emotion-classifier/app/static/js/2.bb65d6fc.chunk.js -------------------------------------------------------------------------------- /keras/emotion-classifier/app/static/js/2.bb65d6fc.chunk.js.map: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/emotion-classifier/app/static/js/2.bb65d6fc.chunk.js.map -------------------------------------------------------------------------------- /keras/emotion-classifier/app/static/js/main.2b489c34.chunk.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/emotion-classifier/app/static/js/main.2b489c34.chunk.js -------------------------------------------------------------------------------- /keras/emotion-classifier/app/static/js/main.2b489c34.chunk.js.map: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/emotion-classifier/app/static/js/main.2b489c34.chunk.js.map -------------------------------------------------------------------------------- /keras/emotion-classifier/app/static/js/runtime~main.a8a9905a.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/emotion-classifier/app/static/js/runtime~main.a8a9905a.js -------------------------------------------------------------------------------- /keras/emotion-classifier/app/static/js/runtime~main.a8a9905a.js.map: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/emotion-classifier/app/static/js/runtime~main.a8a9905a.js.map -------------------------------------------------------------------------------- /keras/emotion-classifier/convert.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/emotion-classifier/convert.sh -------------------------------------------------------------------------------- /keras/emotion-classifier/serve.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/emotion-classifier/serve.sh -------------------------------------------------------------------------------- /keras/emotion-classifier/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/emotion-classifier/train.py -------------------------------------------------------------------------------- /keras/emotion-classifier/wandb/settings: -------------------------------------------------------------------------------- 1 | [default] 2 | entity=wandb 3 | project=emotion-video 4 | -------------------------------------------------------------------------------- /keras/intro/mlp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/intro/mlp.py -------------------------------------------------------------------------------- /keras/intro/mnist.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/intro/mnist.png -------------------------------------------------------------------------------- /keras/intro/perceptron-linear.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/intro/perceptron-linear.py -------------------------------------------------------------------------------- /keras/intro/perceptron-logistic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/intro/perceptron-logistic.py -------------------------------------------------------------------------------- /keras/intro/perceptron-normalize.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/intro/perceptron-normalize.py -------------------------------------------------------------------------------- /keras/intro/perceptron-single-fixed.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/intro/perceptron-single-fixed.py -------------------------------------------------------------------------------- /keras/intro/perceptron-single.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/intro/perceptron-single.py -------------------------------------------------------------------------------- /keras/lstm-classifier/download-imdb.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/lstm-classifier/download-imdb.py -------------------------------------------------------------------------------- /keras/lstm-classifier/imdb-lstm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/lstm-classifier/imdb-lstm.py -------------------------------------------------------------------------------- /keras/lstm-classifier/imdb.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/lstm-classifier/imdb.py -------------------------------------------------------------------------------- /keras/mlp/mlp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/mlp/mlp.py -------------------------------------------------------------------------------- /keras/one-shot/One Shot.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/one-shot/One Shot.ipynb -------------------------------------------------------------------------------- /keras/one-shot/omniglot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/one-shot/omniglot.py -------------------------------------------------------------------------------- /keras/seq2seq/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/seq2seq/train.py -------------------------------------------------------------------------------- /keras/text-classifier/classifier.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/text-classifier/classifier.py -------------------------------------------------------------------------------- /keras/text-classifier/feature-extraction-1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/text-classifier/feature-extraction-1.py -------------------------------------------------------------------------------- /keras/text-classifier/feature-extraction-2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/text-classifier/feature-extraction-2.py -------------------------------------------------------------------------------- /keras/text-classifier/feature-extraction-3.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/text-classifier/feature-extraction-3.py -------------------------------------------------------------------------------- /keras/text-classifier/load-data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/text-classifier/load-data.py -------------------------------------------------------------------------------- /keras/text-classifier/tweets.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/text-classifier/tweets.csv -------------------------------------------------------------------------------- /keras/text-gen/char-gen.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/text-gen/char-gen.py -------------------------------------------------------------------------------- /keras/text-gen/female.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/text-gen/female.txt -------------------------------------------------------------------------------- /keras/text-gen/lukascode.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/text-gen/lukascode.txt -------------------------------------------------------------------------------- /keras/text-gen/make-lukascode.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/text-gen/make-lukascode.sh -------------------------------------------------------------------------------- /keras/text-gen/male.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/text-gen/male.txt -------------------------------------------------------------------------------- /keras/time-series/flusearches.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/time-series/flusearches.csv -------------------------------------------------------------------------------- /keras/time-series/international-airline-passengers.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/time-series/international-airline-passengers.csv -------------------------------------------------------------------------------- /keras/time-series/make-sin.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/time-series/make-sin.py -------------------------------------------------------------------------------- /keras/time-series/perceptron.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/time-series/perceptron.py -------------------------------------------------------------------------------- /keras/time-series/plotutil.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/time-series/plotutil.py -------------------------------------------------------------------------------- /keras/time-series/rnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/time-series/rnn.py -------------------------------------------------------------------------------- /keras/time-series/sin.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/time-series/sin.csv -------------------------------------------------------------------------------- /keras/time-series/twosin.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/time-series/twosin.csv -------------------------------------------------------------------------------- /keras/transfer-learning/elephant.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/transfer-learning/elephant.jpg -------------------------------------------------------------------------------- /keras/transfer-learning/groceries.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/transfer-learning/groceries.py -------------------------------------------------------------------------------- /keras/transfer-learning/transfer-demo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/transfer-learning/transfer-demo.ipynb -------------------------------------------------------------------------------- /keras/video-predict/video.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/keras/video-predict/video.ipynb -------------------------------------------------------------------------------- /lightning/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/.gitignore -------------------------------------------------------------------------------- /lightning/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/README.md -------------------------------------------------------------------------------- /lightning/autoencoder/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/autoencoder/README.md -------------------------------------------------------------------------------- /lightning/autoencoder/autoencoder-fashion.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/autoencoder/autoencoder-fashion.ipynb -------------------------------------------------------------------------------- /lightning/autoencoder/autoencoder-mnist.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/autoencoder/autoencoder-mnist.ipynb -------------------------------------------------------------------------------- /lightning/cnn/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/cnn/README.md -------------------------------------------------------------------------------- /lightning/cnn/architecture_search.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/cnn/architecture_search.ipynb -------------------------------------------------------------------------------- /lightning/cnn/cnn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/cnn/cnn.ipynb -------------------------------------------------------------------------------- /lightning/cnn/convolution_and_pooling.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/cnn/convolution_and_pooling.ipynb -------------------------------------------------------------------------------- /lightning/cnn/debug_hyperparameters.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/cnn/debug_hyperparameters.ipynb -------------------------------------------------------------------------------- /lightning/cnn/ims/dog.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/cnn/ims/dog.jpg -------------------------------------------------------------------------------- /lightning/cnn/ims/smiley.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/cnn/ims/smiley.png -------------------------------------------------------------------------------- /lightning/gan/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/gan/README.md -------------------------------------------------------------------------------- /lightning/gan/gan-mnist.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/gan/gan-mnist.ipynb -------------------------------------------------------------------------------- /lightning/perceptron/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/perceptron/README.md -------------------------------------------------------------------------------- /lightning/perceptron/dataloading.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/perceptron/dataloading.ipynb -------------------------------------------------------------------------------- /lightning/perceptron/mlp.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/perceptron/mlp.ipynb -------------------------------------------------------------------------------- /lightning/perceptron/perceptron_fives.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/perceptron/perceptron_fives.ipynb -------------------------------------------------------------------------------- /lightning/performance/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/performance/README.md -------------------------------------------------------------------------------- /lightning/performance/profile.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/performance/profile.ipynb -------------------------------------------------------------------------------- /lightning/performance/pruning_cnn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/performance/pruning_cnn.ipynb -------------------------------------------------------------------------------- /lightning/performance/quantization_cnn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/performance/quantization_cnn.ipynb -------------------------------------------------------------------------------- /lightning/projects/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/projects/README.md -------------------------------------------------------------------------------- /lightning/projects/architecture_search.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/projects/architecture_search.ipynb -------------------------------------------------------------------------------- /lightning/projects/chess_piece_detector.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/projects/chess_piece_detector.ipynb -------------------------------------------------------------------------------- /lightning/projects/constrained_emotion_classifier.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/projects/constrained_emotion_classifier.ipynb -------------------------------------------------------------------------------- /lightning/projects/emotion_classifier.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/projects/emotion_classifier.ipynb -------------------------------------------------------------------------------- /lightning/projects/yahoo-answers-classifier.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/projects/yahoo-answers-classifier.ipynb -------------------------------------------------------------------------------- /lightning/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/lightning/utils.py -------------------------------------------------------------------------------- /llm-apps-course/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/.DS_Store -------------------------------------------------------------------------------- /llm-apps-course/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/README.md -------------------------------------------------------------------------------- /llm-apps-course/docs_sample/collaborate-on-reports.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/docs_sample/collaborate-on-reports.md -------------------------------------------------------------------------------- /llm-apps-course/docs_sample/dataset-versioning.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/docs_sample/dataset-versioning.md -------------------------------------------------------------------------------- /llm-apps-course/docs_sample/getting-started.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/docs_sample/getting-started.md -------------------------------------------------------------------------------- /llm-apps-course/docs_sample/lightning.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/docs_sample/lightning.md -------------------------------------------------------------------------------- /llm-apps-course/docs_sample/model-management-concepts.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/docs_sample/model-management-concepts.md -------------------------------------------------------------------------------- /llm-apps-course/docs_sample/quickstart.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/docs_sample/quickstart.md -------------------------------------------------------------------------------- /llm-apps-course/docs_sample/tables-quickstart.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/docs_sample/tables-quickstart.md -------------------------------------------------------------------------------- /llm-apps-course/docs_sample/tags.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/docs_sample/tags.md -------------------------------------------------------------------------------- /llm-apps-course/docs_sample/teams.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/docs_sample/teams.md -------------------------------------------------------------------------------- /llm-apps-course/docs_sample/track-external-files.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/docs_sample/track-external-files.md -------------------------------------------------------------------------------- /llm-apps-course/docs_sample/walkthrough.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/docs_sample/walkthrough.md -------------------------------------------------------------------------------- /llm-apps-course/notebooks/01. Using_APIs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/notebooks/01. Using_APIs.ipynb -------------------------------------------------------------------------------- /llm-apps-course/notebooks/02. Generation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/notebooks/02. Generation.ipynb -------------------------------------------------------------------------------- /llm-apps-course/notebooks/03. Retrieval.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/notebooks/03. Retrieval.ipynb -------------------------------------------------------------------------------- /llm-apps-course/notebooks/examples.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/notebooks/examples.txt -------------------------------------------------------------------------------- /llm-apps-course/notebooks/prompt_template.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/notebooks/prompt_template.txt -------------------------------------------------------------------------------- /llm-apps-course/notebooks/system_template.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/notebooks/system_template.txt -------------------------------------------------------------------------------- /llm-apps-course/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/requirements.txt -------------------------------------------------------------------------------- /llm-apps-course/src/app.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/src/app.py -------------------------------------------------------------------------------- /llm-apps-course/src/chain.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/src/chain.py -------------------------------------------------------------------------------- /llm-apps-course/src/chat_prompt.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/src/chat_prompt.json -------------------------------------------------------------------------------- /llm-apps-course/src/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/src/config.py -------------------------------------------------------------------------------- /llm-apps-course/src/eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/src/eval.py -------------------------------------------------------------------------------- /llm-apps-course/src/ingest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/src/ingest.py -------------------------------------------------------------------------------- /llm-apps-course/src/prompts.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-apps-course/src/prompts.py -------------------------------------------------------------------------------- /llm-intro/connections.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-intro/connections.py -------------------------------------------------------------------------------- /llm-intro/finserv_classify.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-intro/finserv_classify.py -------------------------------------------------------------------------------- /llm-intro/finserv_rag.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-intro/finserv_rag.py -------------------------------------------------------------------------------- /llm-intro/requirements.txt: -------------------------------------------------------------------------------- 1 | streamlit 2 | weave 3 | openai -------------------------------------------------------------------------------- /llm-structured-extraction/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-structured-extraction/.gitignore -------------------------------------------------------------------------------- /llm-structured-extraction/1.introduction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-structured-extraction/1.introduction.ipynb -------------------------------------------------------------------------------- /llm-structured-extraction/2.tips.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-structured-extraction/2.tips.ipynb -------------------------------------------------------------------------------- /llm-structured-extraction/3.0.applications-rag.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-structured-extraction/3.0.applications-rag.ipynb -------------------------------------------------------------------------------- /llm-structured-extraction/3.1.validation-rag.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-structured-extraction/3.1.validation-rag.ipynb -------------------------------------------------------------------------------- /llm-structured-extraction/4.final-project.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-structured-extraction/4.final-project.ipynb -------------------------------------------------------------------------------- /llm-structured-extraction/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-structured-extraction/README.md -------------------------------------------------------------------------------- /llm-structured-extraction/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /llm-structured-extraction/helpers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-structured-extraction/helpers.py -------------------------------------------------------------------------------- /llm-structured-extraction/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-structured-extraction/requirements.txt -------------------------------------------------------------------------------- /llm-training-course/colab/finetuning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-training-course/colab/finetuning.ipynb -------------------------------------------------------------------------------- /llm-training-course/colab/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/llm-training-course/colab/utils.py -------------------------------------------------------------------------------- /math-for-ml/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/.gitignore -------------------------------------------------------------------------------- /math-for-ml/01_linearalgebra/exercises.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/01_linearalgebra/exercises.ipynb -------------------------------------------------------------------------------- /math-for-ml/01_linearalgebra/extras.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/01_linearalgebra/extras.ipynb -------------------------------------------------------------------------------- /math-for-ml/01_linearalgebra/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/01_linearalgebra/utils/__init__.py -------------------------------------------------------------------------------- /math-for-ml/01_linearalgebra/utils/animate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/01_linearalgebra/utils/animate.py -------------------------------------------------------------------------------- /math-for-ml/01_linearalgebra/utils/config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/01_linearalgebra/utils/config -------------------------------------------------------------------------------- /math-for-ml/01_linearalgebra/utils/random_matrix.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/01_linearalgebra/utils/random_matrix.py -------------------------------------------------------------------------------- /math-for-ml/01_linearalgebra/utils/svd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/01_linearalgebra/utils/svd.py -------------------------------------------------------------------------------- /math-for-ml/01_linearalgebra/utils/tests/q01.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/01_linearalgebra/utils/tests/q01.py -------------------------------------------------------------------------------- /math-for-ml/01_linearalgebra/utils/tests/q02.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/01_linearalgebra/utils/tests/q02.py -------------------------------------------------------------------------------- /math-for-ml/01_linearalgebra/utils/tests/q03.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/01_linearalgebra/utils/tests/q03.py -------------------------------------------------------------------------------- /math-for-ml/01_linearalgebra/utils/tests/q04.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/01_linearalgebra/utils/tests/q04.py -------------------------------------------------------------------------------- /math-for-ml/01_linearalgebra/utils/tests/q05.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/01_linearalgebra/utils/tests/q05.py -------------------------------------------------------------------------------- /math-for-ml/01_linearalgebra/utils/tests/q06.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/01_linearalgebra/utils/tests/q06.py -------------------------------------------------------------------------------- /math-for-ml/01_linearalgebra/utils/tests/q07.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/01_linearalgebra/utils/tests/q07.py -------------------------------------------------------------------------------- /math-for-ml/01_linearalgebra/utils/tests/q08.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/01_linearalgebra/utils/tests/q08.py -------------------------------------------------------------------------------- /math-for-ml/01_linearalgebra/utils/tests/q09.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/01_linearalgebra/utils/tests/q09.py -------------------------------------------------------------------------------- /math-for-ml/02_calculus/exercises.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/02_calculus/exercises.ipynb -------------------------------------------------------------------------------- /math-for-ml/02_calculus/extras.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/02_calculus/extras.ipynb -------------------------------------------------------------------------------- /math-for-ml/02_calculus/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/02_calculus/utils/__init__.py -------------------------------------------------------------------------------- /math-for-ml/02_calculus/utils/config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/02_calculus/utils/config -------------------------------------------------------------------------------- /math-for-ml/02_calculus/utils/grad_plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/02_calculus/utils/grad_plot.py -------------------------------------------------------------------------------- /math-for-ml/02_calculus/utils/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/02_calculus/utils/models.py -------------------------------------------------------------------------------- /math-for-ml/02_calculus/utils/surfaces.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/02_calculus/utils/surfaces.py -------------------------------------------------------------------------------- /math-for-ml/02_calculus/utils/tests/q01.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/02_calculus/utils/tests/q01.py -------------------------------------------------------------------------------- /math-for-ml/02_calculus/utils/tests/q02.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/02_calculus/utils/tests/q02.py -------------------------------------------------------------------------------- /math-for-ml/02_calculus/utils/tests/q03.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/02_calculus/utils/tests/q03.py -------------------------------------------------------------------------------- /math-for-ml/02_calculus/utils/tests/q04.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/02_calculus/utils/tests/q04.py -------------------------------------------------------------------------------- /math-for-ml/03_probability/exercises.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/03_probability/exercises.ipynb -------------------------------------------------------------------------------- /math-for-ml/03_probability/extras.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/03_probability/extras.ipynb -------------------------------------------------------------------------------- /math-for-ml/03_probability/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/03_probability/utils/__init__.py -------------------------------------------------------------------------------- /math-for-ml/03_probability/utils/clt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/03_probability/utils/clt.py -------------------------------------------------------------------------------- /math-for-ml/03_probability/utils/config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/03_probability/utils/config -------------------------------------------------------------------------------- /math-for-ml/03_probability/utils/mle.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/03_probability/utils/mle.py -------------------------------------------------------------------------------- /math-for-ml/03_probability/utils/tests/q01.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/03_probability/utils/tests/q01.py -------------------------------------------------------------------------------- /math-for-ml/03_probability/utils/tests/q02.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/03_probability/utils/tests/q02.py -------------------------------------------------------------------------------- /math-for-ml/03_probability/utils/tests/q03.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/03_probability/utils/tests/q03.py -------------------------------------------------------------------------------- /math-for-ml/03_probability/utils/tests/q04.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/03_probability/utils/tests/q04.py -------------------------------------------------------------------------------- /math-for-ml/03_probability/utils/tests/q05.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/03_probability/utils/tests/q05.py -------------------------------------------------------------------------------- /math-for-ml/03_probability/utils/tests/q06.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/03_probability/utils/tests/q06.py -------------------------------------------------------------------------------- /math-for-ml/03_probability/utils/tests/q07.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/03_probability/utils/tests/q07.py -------------------------------------------------------------------------------- /math-for-ml/03_probability/utils/tests/q08.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/03_probability/utils/tests/q08.py -------------------------------------------------------------------------------- /math-for-ml/03_probability/utils/tests/q09.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/03_probability/utils/tests/q09.py -------------------------------------------------------------------------------- /math-for-ml/03_probability/utils/tests/q10.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/03_probability/utils/tests/q10.py -------------------------------------------------------------------------------- /math-for-ml/03_probability/utils/tests/q11.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/03_probability/utils/tests/q11.py -------------------------------------------------------------------------------- /math-for-ml/03_probability/utils/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/03_probability/utils/util.py -------------------------------------------------------------------------------- /math-for-ml/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/Dockerfile -------------------------------------------------------------------------------- /math-for-ml/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/README.md -------------------------------------------------------------------------------- /math-for-ml/autograder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/autograder.py -------------------------------------------------------------------------------- /math-for-ml/requirements-colab.txt: -------------------------------------------------------------------------------- 1 | okpy==1.15.0 2 | torchviz==0.0.1 3 | wandb 4 | -------------------------------------------------------------------------------- /math-for-ml/requirements-local.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/requirements-local.txt -------------------------------------------------------------------------------- /math-for-ml/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/math-for-ml/requirements.txt -------------------------------------------------------------------------------- /ml-dataval-course/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/ml-dataval-course/.gitignore -------------------------------------------------------------------------------- /ml-dataval-course/00-eda.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/ml-dataval-course/00-eda.ipynb -------------------------------------------------------------------------------- /ml-dataval-course/01-trainpipelines.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/ml-dataval-course/01-trainpipelines.ipynb -------------------------------------------------------------------------------- /ml-dataval-course/02-explorecorrupt.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/ml-dataval-course/02-explorecorrupt.ipynb -------------------------------------------------------------------------------- /ml-dataval-course/03-schemavalidation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/ml-dataval-course/03-schemavalidation.ipynb -------------------------------------------------------------------------------- /ml-dataval-course/04-driftdetection.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/ml-dataval-course/04-driftdetection.ipynb -------------------------------------------------------------------------------- /ml-dataval-course/05-gate.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/ml-dataval-course/05-gate.ipynb -------------------------------------------------------------------------------- /ml-dataval-course/LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/ml-dataval-course/LICENSE -------------------------------------------------------------------------------- /ml-dataval-course/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/ml-dataval-course/README.md -------------------------------------------------------------------------------- /ml-dataval-course/dataval/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /ml-dataval-course/dataval/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/ml-dataval-course/dataval/dataset.py -------------------------------------------------------------------------------- /ml-dataval-course/dataval/plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/ml-dataval-course/dataval/plot.py -------------------------------------------------------------------------------- /ml-dataval-course/dataval/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/ml-dataval-course/dataval/train.py -------------------------------------------------------------------------------- /ml-dataval-course/download.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/ml-dataval-course/download.sh -------------------------------------------------------------------------------- /ml-dataval-course/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/ml-dataval-course/requirements.txt -------------------------------------------------------------------------------- /ml-dataval-course/setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/ml-dataval-course/setup.py -------------------------------------------------------------------------------- /mlops-001/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/mlops-001/README.md -------------------------------------------------------------------------------- /mlops-001/lesson1/01_EDA.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/mlops-001/lesson1/01_EDA.ipynb -------------------------------------------------------------------------------- /mlops-001/lesson1/02_Split.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/mlops-001/lesson1/02_Split.ipynb -------------------------------------------------------------------------------- /mlops-001/lesson1/03_Baseline.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/mlops-001/lesson1/03_Baseline.ipynb -------------------------------------------------------------------------------- /mlops-001/lesson1/params.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/mlops-001/lesson1/params.py -------------------------------------------------------------------------------- /mlops-001/lesson1/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/mlops-001/lesson1/requirements.txt -------------------------------------------------------------------------------- /mlops-001/lesson1/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/mlops-001/lesson1/utils.py -------------------------------------------------------------------------------- /mlops-001/lesson2/03_Baseline.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/mlops-001/lesson2/03_Baseline.ipynb -------------------------------------------------------------------------------- /mlops-001/lesson2/04_refactor_baseline.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/mlops-001/lesson2/04_refactor_baseline.ipynb -------------------------------------------------------------------------------- /mlops-001/lesson2/conda-environment.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/mlops-001/lesson2/conda-environment.yaml -------------------------------------------------------------------------------- /mlops-001/lesson2/params.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/mlops-001/lesson2/params.py -------------------------------------------------------------------------------- /mlops-001/lesson2/sweep.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/mlops-001/lesson2/sweep.yaml -------------------------------------------------------------------------------- /mlops-001/lesson2/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/mlops-001/lesson2/train.py -------------------------------------------------------------------------------- /mlops-001/lesson2/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/mlops-001/lesson2/utils.py -------------------------------------------------------------------------------- /mlops-001/lesson3/eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/mlops-001/lesson3/eval.py -------------------------------------------------------------------------------- /mlops-001/lesson3/params.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/mlops-001/lesson3/params.py -------------------------------------------------------------------------------- /mlops-001/lesson3/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/mlops-001/lesson3/utils.py -------------------------------------------------------------------------------- /model-dev-course/lesson1/Lesson 1 slides.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-dev-course/lesson1/Lesson 1 slides.pdf -------------------------------------------------------------------------------- /model-dev-course/lesson1/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-dev-course/lesson1/README.md -------------------------------------------------------------------------------- /model-dev-course/lesson1/assets/annotated_lemons.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-dev-course/lesson1/assets/annotated_lemons.png -------------------------------------------------------------------------------- /model-dev-course/lesson1/assets/lemons.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-dev-course/lesson1/assets/lemons.png -------------------------------------------------------------------------------- /model-dev-course/lesson1/baseline_classifier.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-dev-course/lesson1/baseline_classifier.ipynb -------------------------------------------------------------------------------- /model-dev-course/lesson1/prepare_data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-dev-course/lesson1/prepare_data.ipynb -------------------------------------------------------------------------------- /model-dev-course/lesson1/requirements.txt: -------------------------------------------------------------------------------- 1 | torch>=1.9 2 | fastai>=2.7 3 | wandb 4 | pycocotools 5 | scikit-image 6 | pandas 7 | numpy 8 | 9 | -------------------------------------------------------------------------------- /model-dev-course/lesson1/review_raw_data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-dev-course/lesson1/review_raw_data.ipynb -------------------------------------------------------------------------------- /model-dev-course/lesson2/Lesson 2 slides.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-dev-course/lesson2/Lesson 2 slides.pdf -------------------------------------------------------------------------------- /model-dev-course/lesson2/refactored.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-dev-course/lesson2/refactored.ipynb -------------------------------------------------------------------------------- /model-dev-course/lesson2/sweep.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-dev-course/lesson2/sweep.yaml -------------------------------------------------------------------------------- /model-dev-course/lesson2/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-dev-course/lesson2/train.py -------------------------------------------------------------------------------- /model-dev-course/lesson3/Lesson 3 Slides.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-dev-course/lesson3/Lesson 3 Slides.pdf -------------------------------------------------------------------------------- /model-dev-course/lesson3/eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-dev-course/lesson3/eval.py -------------------------------------------------------------------------------- /model-management/.dockerignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-management/.dockerignore -------------------------------------------------------------------------------- /model-management/.gitignore: -------------------------------------------------------------------------------- 1 | wandb/ 2 | artifacts/ 3 | output/ 4 | scratch* 5 | secrets 6 | -------------------------------------------------------------------------------- /model-management/Dockerfile.eval: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-management/Dockerfile.eval -------------------------------------------------------------------------------- /model-management/Dockerfile.train: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-management/Dockerfile.train -------------------------------------------------------------------------------- /model-management/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-management/README.md -------------------------------------------------------------------------------- /model-management/eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-management/eval.py -------------------------------------------------------------------------------- /model-management/image.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-management/image.png -------------------------------------------------------------------------------- /model-management/log_model_demo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-management/log_model_demo.ipynb -------------------------------------------------------------------------------- /model-management/mini_llm/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /model-management/mini_llm/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-management/mini_llm/data.py -------------------------------------------------------------------------------- /model-management/mini_llm/hf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-management/mini_llm/hf.py -------------------------------------------------------------------------------- /model-management/mini_llm/openai.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-management/mini_llm/openai.py -------------------------------------------------------------------------------- /model-management/mini_llm/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-management/mini_llm/utils.py -------------------------------------------------------------------------------- /model-management/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-management/requirements.txt -------------------------------------------------------------------------------- /model-management/requirements_eval.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-management/requirements_eval.txt -------------------------------------------------------------------------------- /model-management/save_baseline_to_artifact.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-management/save_baseline_to_artifact.py -------------------------------------------------------------------------------- /model-management/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-management/train.py -------------------------------------------------------------------------------- /model-registry-201/Consuming_Registered_Models.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-registry-201/Consuming_Registered_Models.ipynb -------------------------------------------------------------------------------- /model-registry-201/Logging_Models_HuggingFace.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-registry-201/Logging_Models_HuggingFace.ipynb -------------------------------------------------------------------------------- /model-registry-201/Logging_Models_PyTorch.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-registry-201/Logging_Models_PyTorch.ipynb -------------------------------------------------------------------------------- /model-registry-201/Logging_Models_PyTorch_Lightning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-registry-201/Logging_Models_PyTorch_Lightning.ipynb -------------------------------------------------------------------------------- /model-registry-201/Logging_Models_by_Reference.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-registry-201/Logging_Models_by_Reference.ipynb -------------------------------------------------------------------------------- /model-registry-201/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/model-registry-201/README.md -------------------------------------------------------------------------------- /prompting/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/prompting/README.md -------------------------------------------------------------------------------- /prompting/aman_prompt_engineering.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/prompting/aman_prompt_engineering.md -------------------------------------------------------------------------------- /prompting/lilianweng_prompt_engineering.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/prompting/lilianweng_prompt_engineering.md -------------------------------------------------------------------------------- /prompting/prompt_engineering.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/prompting/prompt_engineering.ipynb -------------------------------------------------------------------------------- /prompting/scrape_prompt_engineering_blog.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/prompting/scrape_prompt_engineering_blog.py -------------------------------------------------------------------------------- /prompting/text_formatting.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/prompting/text_formatting.py -------------------------------------------------------------------------------- /pyimagesearch/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/pyimagesearch/README.md -------------------------------------------------------------------------------- /pyimagesearch/eda.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/pyimagesearch/eda.py -------------------------------------------------------------------------------- /pyimagesearch/environment.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/pyimagesearch/environment.yml -------------------------------------------------------------------------------- /pyimagesearch/eval.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/pyimagesearch/eval.ipynb -------------------------------------------------------------------------------- /pyimagesearch/eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/pyimagesearch/eval.py -------------------------------------------------------------------------------- /pyimagesearch/params.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/pyimagesearch/params.py -------------------------------------------------------------------------------- /pyimagesearch/prepare_data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/pyimagesearch/prepare_data.ipynb -------------------------------------------------------------------------------- /pyimagesearch/prepare_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/pyimagesearch/prepare_data.py -------------------------------------------------------------------------------- /pyimagesearch/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/pyimagesearch/requirements.txt -------------------------------------------------------------------------------- /pyimagesearch/sweep.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/pyimagesearch/sweep.yaml -------------------------------------------------------------------------------- /pyimagesearch/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/pyimagesearch/train.py -------------------------------------------------------------------------------- /pyimagesearch/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/pyimagesearch/utils.py -------------------------------------------------------------------------------- /rag-advanced/.gitignore: -------------------------------------------------------------------------------- 1 | .env 2 | 3 | data/wandb_docs/* -------------------------------------------------------------------------------- /rag-advanced/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/README.md -------------------------------------------------------------------------------- /rag-advanced/data/.gitinclude: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /rag-advanced/images/01_chunked_data.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/images/01_chunked_data.png -------------------------------------------------------------------------------- /rag-advanced/images/01_raw_data.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/images/01_raw_data.png -------------------------------------------------------------------------------- /rag-advanced/images/01_weave_trace_timeline.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/images/01_weave_trace_timeline.png -------------------------------------------------------------------------------- /rag-advanced/images/03_compare_retriever_responses.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/images/03_compare_retriever_responses.png -------------------------------------------------------------------------------- /rag-advanced/images/03_compare_retrievers.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/images/03_compare_retrievers.png -------------------------------------------------------------------------------- /rag-advanced/images/04_compare_query_enhanced_responses.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/images/04_compare_query_enhanced_responses.png -------------------------------------------------------------------------------- /rag-advanced/images/06_compare_prompts.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/images/06_compare_prompts.png -------------------------------------------------------------------------------- /rag-advanced/notebooks/Chapter00.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/Chapter00.ipynb -------------------------------------------------------------------------------- /rag-advanced/notebooks/Chapter01.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/Chapter01.ipynb -------------------------------------------------------------------------------- /rag-advanced/notebooks/Chapter02.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/Chapter02.ipynb -------------------------------------------------------------------------------- /rag-advanced/notebooks/Chapter03.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/Chapter03.ipynb -------------------------------------------------------------------------------- /rag-advanced/notebooks/Chapter04.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/Chapter04.ipynb -------------------------------------------------------------------------------- /rag-advanced/notebooks/Chapter05.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/Chapter05.ipynb -------------------------------------------------------------------------------- /rag-advanced/notebooks/Chapter06.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/Chapter06.ipynb -------------------------------------------------------------------------------- /rag-advanced/notebooks/prompts/correctness_eval.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/prompts/correctness_eval.json -------------------------------------------------------------------------------- /rag-advanced/notebooks/prompts/improved_prompt_v1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/prompts/improved_prompt_v1.txt -------------------------------------------------------------------------------- /rag-advanced/notebooks/prompts/improved_prompt_v2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/prompts/improved_prompt_v2.txt -------------------------------------------------------------------------------- /rag-advanced/notebooks/prompts/improved_prompt_v3.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/prompts/improved_prompt_v3.txt -------------------------------------------------------------------------------- /rag-advanced/notebooks/prompts/initial_system.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/prompts/initial_system.txt -------------------------------------------------------------------------------- /rag-advanced/notebooks/prompts/intent_prompt.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/prompts/intent_prompt.json -------------------------------------------------------------------------------- /rag-advanced/notebooks/prompts/query_enhanced_system.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/prompts/query_enhanced_system.txt -------------------------------------------------------------------------------- /rag-advanced/notebooks/prompts/retrieval_eval.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/prompts/retrieval_eval.json -------------------------------------------------------------------------------- /rag-advanced/notebooks/prompts/retrieval_generation_prompt.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/prompts/retrieval_generation_prompt.json -------------------------------------------------------------------------------- /rag-advanced/notebooks/prompts/search_query.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/prompts/search_query.json -------------------------------------------------------------------------------- /rag-advanced/notebooks/rag_tooluse/rag_tooluse_v2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/rag_tooluse/rag_tooluse_v2.ipynb -------------------------------------------------------------------------------- /rag-advanced/notebooks/rag_tooluse/tool_def_v2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/rag_tooluse/tool_def_v2.py -------------------------------------------------------------------------------- /rag-advanced/notebooks/scripts/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /rag-advanced/notebooks/scripts/chunking.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/scripts/chunking.py -------------------------------------------------------------------------------- /rag-advanced/notebooks/scripts/embedding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/scripts/embedding.py -------------------------------------------------------------------------------- /rag-advanced/notebooks/scripts/preprocess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/scripts/preprocess.py -------------------------------------------------------------------------------- /rag-advanced/notebooks/scripts/query_enhancer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/scripts/query_enhancer.py -------------------------------------------------------------------------------- /rag-advanced/notebooks/scripts/rag_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/scripts/rag_pipeline.py -------------------------------------------------------------------------------- /rag-advanced/notebooks/scripts/reranker.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/scripts/reranker.py -------------------------------------------------------------------------------- /rag-advanced/notebooks/scripts/response_generator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/scripts/response_generator.py -------------------------------------------------------------------------------- /rag-advanced/notebooks/scripts/response_metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/scripts/response_metrics.py -------------------------------------------------------------------------------- /rag-advanced/notebooks/scripts/retrieval_metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/scripts/retrieval_metrics.py -------------------------------------------------------------------------------- /rag-advanced/notebooks/scripts/retriever.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/scripts/retriever.py -------------------------------------------------------------------------------- /rag-advanced/notebooks/scripts/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/notebooks/scripts/utils.py -------------------------------------------------------------------------------- /rag-advanced/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/requirements.txt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 0 - extras/Chapter00.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 0 - extras/Chapter00.md -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 0 - extras/RAG-0.1-course intro.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 0 - extras/RAG-0.1-course intro.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 0 - extras/RAG-0.2-setup.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 0 - extras/RAG-0.2-setup.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 0 - extras/RAG-0.3-course outro.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 0 - extras/RAG-0.3-course outro.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 1/Chapter01.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 1/Chapter01.md -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 1/RAG-1.1-chapter introduction.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 1/RAG-1.1-chapter introduction.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 1/RAG-1.2-basic - advanced RAG.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 1/RAG-1.2-basic - advanced RAG.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 1/RAG-1.3-wandbot-.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 1/RAG-1.3-wandbot-.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 1/RAG-1.4-20-80.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 1/RAG-1.4-20-80.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 1/RAG-1.5-best practices-.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 1/RAG-1.5-best practices-.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 1/RAG-1.6-RAG evolution.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 1/RAG-1.6-RAG evolution.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 1/RAG-1.7-code.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 1/RAG-1.7-code.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 2/Chapter02.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 2/Chapter02.md -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 2/RAG-2.1-chapter introduction.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 2/RAG-2.1-chapter introduction.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 2/RAG-2.10-LLM eval limitations.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 2/RAG-2.10-LLM eval limitations.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 2/RAG-2.11-pairwise eval.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 2/RAG-2.11-pairwise eval.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 2/RAG-2.12-conclusion.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 2/RAG-2.12-conclusion.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 2/RAG-2.2-evaluation basics.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 2/RAG-2.2-evaluation basics.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 2/RAG-2.3-code-.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 2/RAG-2.3-code-.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 2/RAG-2.4-evaluating retriever-.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 2/RAG-2.4-evaluating retriever-.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 2/RAG-2.5-LLM evaluator-.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 2/RAG-2.5-LLM evaluator-.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 2/RAG-2.6-assertions.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 2/RAG-2.6-assertions.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 2/RAG-2.7-limitations.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 2/RAG-2.7-limitations.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 2/RAG-2.8-LLM eval in action.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 2/RAG-2.8-LLM eval in action.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 2/RAG-2.9-re-evaluting models.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 2/RAG-2.9-re-evaluting models.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 3/Chapter03.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 3/Chapter03.md -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 3/RAG-3.1-chapter intro.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 3/RAG-3.1-chapter intro.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 3/RAG-3.10-BM25.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 3/RAG-3.10-BM25.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 3/RAG-3.11-conclusion.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 3/RAG-3.11-conclusion.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 3/RAG-3.2-data ingestion.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 3/RAG-3.2-data ingestion.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 3/RAG-3.3-data parsing.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 3/RAG-3.3-data parsing.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 3/RAG-3.4-chunking.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 3/RAG-3.4-chunking.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 3/RAG-3.5-metadata management.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 3/RAG-3.5-metadata management.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 3/RAG-3.6-data ingestion challenges-.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 3/RAG-3.6-data ingestion challenges-.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 3/RAG-3.7-from experience.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 3/RAG-3.7-from experience.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 3/RAG-3.8-code.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 3/RAG-3.8-code.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 3/RAG-3.9-chunking in code.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 3/RAG-3.9-chunking in code.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 4/Chapter04.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 4/Chapter04.md -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 4/RAG-4.1-chapter intro.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 4/RAG-4.1-chapter intro.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 4/RAG-4.2-key techniques.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 4/RAG-4.2-key techniques.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 4/RAG-4.3-enhancing context-.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 4/RAG-4.3-enhancing context-.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 4/RAG-4.4-LLM in query enhancement-.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 4/RAG-4.4-LLM in query enhancement-.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 4/RAG-4.5-Query enhancement in Wandbot-.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 4/RAG-4.5-Query enhancement in Wandbot-.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 4/RAG-4.6-code.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 4/RAG-4.6-code.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 5/Chapter05.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 5/Chapter05.md -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 5/RAG-5.1-chapter intro.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 5/RAG-5.1-chapter intro.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 5/RAG-5.10-code.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 5/RAG-5.10-code.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 5/RAG-5.11-rank fusion.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 5/RAG-5.11-rank fusion.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 5/RAG-5.12-hybrid retriever-.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 5/RAG-5.12-hybrid retriever-.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 5/RAG-5.13-conclusion.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 5/RAG-5.13-conclusion.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 5/RAG-5.2-limitations.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 5/RAG-5.2-limitations.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 5/RAG-5.3-comp evaluation-.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 5/RAG-5.3-comp evaluation-.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 5/RAG-5.4-query translation-.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 5/RAG-5.4-query translation-.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 5/RAG-5.5-retrieve with COT.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 5/RAG-5.5-retrieve with COT.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 5/RAG-5.6-metadata filtering.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 5/RAG-5.6-metadata filtering.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 5/RAG-5.7-logical routing.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 5/RAG-5.7-logical routing.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 5/RAG-5.8-context stuffing.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 5/RAG-5.8-context stuffing.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 5/RAG-5.9-cross encoder.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 5/RAG-5.9-cross encoder.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 6/Chapter06.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 6/Chapter06.md -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 6/RAG-6.1-chapter intro.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 6/RAG-6.1-chapter intro.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 6/RAG-6.2-response synthesis.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 6/RAG-6.2-response synthesis.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 6/RAG-6.3-prompting in RAG.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 6/RAG-6.3-prompting in RAG.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 6/RAG-6.4-system prompt.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 6/RAG-6.4-system prompt.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 6/RAG-6.5-few shot prompting.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 6/RAG-6.5-few shot prompting.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 6/RAG-6.6-advanced prompting.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 6/RAG-6.6-advanced prompting.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 6/RAG-6.7-ensuring quality-.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 6/RAG-6.7-ensuring quality-.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 6/RAG-6.8-troubleshooting.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 6/RAG-6.8-troubleshooting.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 6/RAG-6.9-code.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 6/RAG-6.9-code.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 7/RAG-7.1-chapter intro.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 7/RAG-7.1-chapter intro.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 7/RAG-7.2-frameworks.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 7/RAG-7.2-frameworks.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 7/RAG-7.3-data ingestion.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 7/RAG-7.3-data ingestion.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 7/RAG-7.4-vector store.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 7/RAG-7.4-vector store.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 7/RAG-7.5-LLM calls.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 7/RAG-7.5-LLM calls.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Chapter 7/RAG-7.6-configuration-.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Chapter 7/RAG-7.6-configuration-.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Cohere/Cohere - Video 1.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Cohere/Cohere - Video 1.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Cohere/Cohere - Video 2.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Cohere/Cohere - Video 2.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Cohere/Cohere - Video 3.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Cohere/Cohere - Video 3.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Cohere/Cohere - Video 4.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Cohere/Cohere - Video 4.srt -------------------------------------------------------------------------------- /rag-advanced/resources/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/README.md -------------------------------------------------------------------------------- /rag-advanced/resources/Weaviate/Weaviate - Video 1.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Weaviate/Weaviate - Video 1.srt -------------------------------------------------------------------------------- /rag-advanced/resources/Weaviate/Weaviate - Video 2.srt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/Weaviate/Weaviate - Video 2.srt -------------------------------------------------------------------------------- /rag-advanced/resources/notebooks_all_chapters.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/notebooks_all_chapters.md -------------------------------------------------------------------------------- /rag-advanced/resources/transcriptions_all_txt_rag.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/rag-advanced/resources/transcriptions_all_txt_rag.txt -------------------------------------------------------------------------------- /wandb101/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/wandb101/README.md -------------------------------------------------------------------------------- /wandb101/get_started.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/wandb101/get_started.ipynb -------------------------------------------------------------------------------- /wandb101/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wandb/edu/HEAD/wandb101/requirements.txt --------------------------------------------------------------------------------