├── ASR_Finetune.ipynb ├── Anomaly_Detection_Using_AutoEncoder_with_Pytorch.ipynb ├── Bubble_Dedection_for_the_Crypto_Market.ipynb ├── DPO_Fine_tuning_Trendyol_Llama_2_Model.ipynb ├── Data Engineering&Analysis.ipynb ├── Depth_Estimation_2D_to_3D.ipynb ├── Feature Importance with XGBoost vs ppscore.ipynb ├── Fine_Tune_LLaMA_2_with_QLoRA_for_QA_Datasets.ipynb ├── Hosting_Llama2_Code_7B_On_Colab.ipynb ├── LLMBenchmark.ipynb ├── Machine Learning Pipeline.ipynb ├── McKinsey ProHack Challange 2020 xgboost with optimization.ipynb ├── NLP_Cases.ipynb ├── Quantize_Llama2_7B_model_and_Fine_Tune_on_QA_Datasets.ipynb ├── Quantum_Method_for_Portfolio_Optimizationipynb.ipynb ├── RAG_System_with_open_source_LLM.ipynb ├── README.md ├── Rag_Agent_Mistral.ipynb ├── Rule Based Turkish Language Sentiment Analysis.ipynb ├── Sarima Model.ipynb ├── SpeechT5_fine_tune.ipynb ├── Stable_Diffisuon_Fine_Tuning_With_Dreambooth_Autotrain.ipynb ├── Turkey Conflicts Data Mining.ipynb ├── Turkish Text Classification.ipynb ├── VectorDatabasesTutorial.ipynb ├── Vits_encoded_image_search.ipynb ├── examples └── image_captioning_blip.ipynb ├── gtzan_fineitune.ipynb ├── image_search_with_vector_db.ipynb ├── llama_cpp_python__Llama_2_13b_playground.ipynb ├── medical_trends.ipynb ├── microsoft_Phi1_5_wealth_alpaca_lora_fine_tuning.ipynb ├── portfolio_opt.ipynb ├── requiremenets.txt ├── stroke_not_stroke_classification.ipynb └── tapu_kadastro.ipynb /ASR_Finetune.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UmarIgan/Machine-Learning/HEAD/ASR_Finetune.ipynb -------------------------------------------------------------------------------- /Anomaly_Detection_Using_AutoEncoder_with_Pytorch.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UmarIgan/Machine-Learning/HEAD/Anomaly_Detection_Using_AutoEncoder_with_Pytorch.ipynb 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