├── .gitignore ├── LICENSE ├── README.md ├── homework-1 ├── README.md └── micrograd │ ├── __init__.py │ ├── engine.py │ ├── mnist.py │ ├── nn.py │ ├── optim.py │ ├── test │ └── test_engine.py │ └── test_nn.ipynb ├── homework-2 ├── README.md ├── classification │ ├── README.md │ └── classification_baseline.ipynb └── segmentation │ ├── README.md │ └── segmentation_baseline.ipynb ├── homework-3 ├── README.md └── homework.ipynb ├── homework-4 ├── README.md └── baseline.ipynb ├── week-01 ├── README.md └── seminar.ipynb ├── week-02 ├── README.md └── seminar.ipynb ├── week-03 ├── README.md └── seminar.ipynb ├── week-04 ├── README.md └── seminar_done.ipynb ├── week-05 ├── README.md └── seminar_done.ipynb ├── week-06 ├── README.md └── seminar_done.ipynb ├── week-07 ├── README.md └── seminar_done.ipynb ├── week-08 ├── README.md └── seminar_done.ipynb ├── week-09 ├── README.md └── seminar_done.ipynb ├── week-10 ├── README.md └── seminar_done.ipynb ├── week-11 ├── README.md └── seminar_done.ipynb ├── week-12 ├── Catalyst_RL_DDPG_done.ipynb ├── Catalyst_RL_DQN_done.ipynb ├── Catalyst_RL_RecSim_done.ipynb └── README.md └── week-13 ├── deploy ├── Dockerfile ├── README.md ├── common.py ├── docker-compose.yaml ├── requirements.txt ├── services.py ├── tgbot.py └── web.py └── research ├── README.md ├── docker ├── Dockerfile ├── docker.sh └── requirements.txt ├── download_data.sh └── experiments ├── multistage ├── __init__.py ├── config.yml ├── dataset.py ├── experiment.py └── model.py ├── optuna ├── __init__.py ├── config.yml ├── dataset.py ├── experiment.py └── model.py └── simple ├── __init__.py ├── config.yml ├── dataset.py ├── experiment.py └── model.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catalyst-team/dl-course/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: 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