├── .gitignore ├── LICENSE ├── README.md └── assignments ├── assignment1 ├── KNN.ipynb ├── Linear classifier.ipynb ├── README.md ├── dataset.py ├── download_data.sh ├── gradient_check.py ├── knn.py ├── linear_classifer.py ├── metrics.py └── requirements.txt ├── assignment2 ├── Neural Network.ipynb ├── PyTorch.ipynb ├── README.md ├── dataset.py ├── download_data.sh ├── gradient_check.py ├── layers.py ├── metrics.py ├── model.py ├── optim.py ├── requirements.txt └── trainer.py ├── assignment3 ├── CNN.ipynb ├── PyTorch_CNN.ipynb ├── README.md ├── dataset.py ├── download_data.sh ├── gradient_check.py ├── layers.py ├── metrics.py ├── model.py ├── optim.py ├── requirements.txt └── trainer.py ├── assignment4 ├── HotdogOrNot.ipynb └── README.md ├── assignment5 ├── NegativeSampling.ipynb ├── README.md ├── Word2Vec.ipynb ├── dataset.py ├── download_data.sh └── requirements.txt ├── assignment6 ├── README.md └── RNNs.ipynb ├── assignment7 ├── README.md └── REINFORCE.ipynb └── paper_post.md /.gitignore: -------------------------------------------------------------------------------- 1 | .DS_Store -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/README.md -------------------------------------------------------------------------------- /assignments/assignment1/KNN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment1/KNN.ipynb -------------------------------------------------------------------------------- /assignments/assignment1/Linear classifier.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment1/Linear classifier.ipynb -------------------------------------------------------------------------------- /assignments/assignment1/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment1/README.md -------------------------------------------------------------------------------- /assignments/assignment1/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment1/dataset.py -------------------------------------------------------------------------------- /assignments/assignment1/download_data.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment1/download_data.sh -------------------------------------------------------------------------------- /assignments/assignment1/gradient_check.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment1/gradient_check.py -------------------------------------------------------------------------------- /assignments/assignment1/knn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment1/knn.py -------------------------------------------------------------------------------- /assignments/assignment1/linear_classifer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment1/linear_classifer.py -------------------------------------------------------------------------------- /assignments/assignment1/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment1/metrics.py -------------------------------------------------------------------------------- /assignments/assignment1/requirements.txt: -------------------------------------------------------------------------------- 1 | numpy 2 | matplotlib 3 | scipy 4 | -------------------------------------------------------------------------------- /assignments/assignment2/Neural Network.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment2/Neural Network.ipynb -------------------------------------------------------------------------------- /assignments/assignment2/PyTorch.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment2/PyTorch.ipynb -------------------------------------------------------------------------------- /assignments/assignment2/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment2/README.md -------------------------------------------------------------------------------- /assignments/assignment2/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment2/dataset.py -------------------------------------------------------------------------------- /assignments/assignment2/download_data.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment2/download_data.sh -------------------------------------------------------------------------------- /assignments/assignment2/gradient_check.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment2/gradient_check.py -------------------------------------------------------------------------------- /assignments/assignment2/layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment2/layers.py -------------------------------------------------------------------------------- /assignments/assignment2/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment2/metrics.py -------------------------------------------------------------------------------- /assignments/assignment2/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment2/model.py -------------------------------------------------------------------------------- /assignments/assignment2/optim.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment2/optim.py -------------------------------------------------------------------------------- /assignments/assignment2/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment2/requirements.txt -------------------------------------------------------------------------------- /assignments/assignment2/trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment2/trainer.py -------------------------------------------------------------------------------- /assignments/assignment3/CNN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment3/CNN.ipynb -------------------------------------------------------------------------------- /assignments/assignment3/PyTorch_CNN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment3/PyTorch_CNN.ipynb -------------------------------------------------------------------------------- /assignments/assignment3/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment3/README.md -------------------------------------------------------------------------------- /assignments/assignment3/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment3/dataset.py -------------------------------------------------------------------------------- /assignments/assignment3/download_data.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment3/download_data.sh -------------------------------------------------------------------------------- /assignments/assignment3/gradient_check.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment3/gradient_check.py -------------------------------------------------------------------------------- /assignments/assignment3/layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment3/layers.py -------------------------------------------------------------------------------- /assignments/assignment3/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment3/metrics.py -------------------------------------------------------------------------------- /assignments/assignment3/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment3/model.py -------------------------------------------------------------------------------- /assignments/assignment3/optim.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment3/optim.py -------------------------------------------------------------------------------- /assignments/assignment3/requirements.txt: -------------------------------------------------------------------------------- 1 | numpy 2 | matplotlib 3 | scipy 4 | -------------------------------------------------------------------------------- /assignments/assignment3/trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment3/trainer.py -------------------------------------------------------------------------------- /assignments/assignment4/HotdogOrNot.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment4/HotdogOrNot.ipynb -------------------------------------------------------------------------------- /assignments/assignment4/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment4/README.md -------------------------------------------------------------------------------- /assignments/assignment5/NegativeSampling.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment5/NegativeSampling.ipynb -------------------------------------------------------------------------------- /assignments/assignment5/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment5/README.md -------------------------------------------------------------------------------- /assignments/assignment5/Word2Vec.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment5/Word2Vec.ipynb -------------------------------------------------------------------------------- /assignments/assignment5/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment5/dataset.py -------------------------------------------------------------------------------- /assignments/assignment5/download_data.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment5/download_data.sh -------------------------------------------------------------------------------- /assignments/assignment5/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment5/requirements.txt -------------------------------------------------------------------------------- /assignments/assignment6/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment6/README.md -------------------------------------------------------------------------------- /assignments/assignment6/RNNs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment6/RNNs.ipynb -------------------------------------------------------------------------------- /assignments/assignment7/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment7/README.md -------------------------------------------------------------------------------- /assignments/assignment7/REINFORCE.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/assignment7/REINFORCE.ipynb -------------------------------------------------------------------------------- /assignments/paper_post.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sim0nsays/dlcourse_ai/HEAD/assignments/paper_post.md --------------------------------------------------------------------------------