├── .gitignore ├── README.md ├── lectures ├── Alexander Rush. Conditional Text Generation and Pretraining.pdf ├── Joao Sedoc. Evaluating Conversational Agents.pdf └── README.md ├── project_ideas.md ├── remote_jupyter.md └── tutorials ├── README.md ├── deeppavlov_track ├── README.md ├── Tutorial_1_Introduction_to_Tensorflow.ipynb ├── Tutorial_2_Sentence_classification_with_word_embeddings.ipynb ├── Tutorial_Day_2_seq2seq.ipynb ├── Tutorial_Day_3_Fine_Tuning_BERT.ipynb ├── Tutorial_Day_4_Transformer_BERT_text_generation.ipynb ├── Tutorial_Day_5_Serving_with_DeepPavlov.ipynb └── img │ ├── beam_search_vs_human.png │ ├── bert_ner_diagram.png │ ├── decoding.png │ └── seq2seq_training.png └── pytorch_track ├── tutorial1_intro_pytorch.ipynb ├── tutorial2_sentnece_classification.ipynb ├── tutorial3_seq2seq_dialog.ipynb ├── tutorial4_finetuning_bert.ipynb ├── tutorial5_serving_models.py ├── tutorial5_telegram.ipynb └── tutorial_6 ├── config.json ├── dataset.py ├── requirements.txt ├── transformer ├── Beam.py ├── Constants.py ├── Layers.py ├── Models.py ├── Modules.py ├── Optim.py ├── SubLayers.py └── Translator.py └── transformer_tutorial.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/text-machine-lab/ciss2_materials/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/text-machine-lab/ciss2_materials/HEAD/README.md -------------------------------------------------------------------------------- /lectures/Alexander Rush. 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