├── .gitignore ├── 2018-spring ├── README.md ├── lectures │ ├── DL18_invitedTalk_dialogSystems.pdf │ ├── DL18_lecture10_nondiffnets.pdf │ ├── DL18_lecture1_intro.pdf │ ├── DL18_lecture2_backprop.pdf │ ├── DL18_lecture3_models.pdf │ ├── DL18_lecture4_training.pdf │ ├── DL18_lecture5_deepvision.pdf │ ├── DL18_lecture6_deepnlp.pdf │ ├── DL18_lecture7_adversarialX.pdf │ ├── DL18_lecture8_probmodels.pdf │ └── DL18_lecture9_differentiableprogramming.pdf └── seminars │ ├── DL18_seminar1_intro │ ├── DL18_seminar1.ipynb │ └── util.py │ ├── DL18_seminar2_pytorch │ ├── DL18_seminar2.ipynb │ ├── progress.png │ └── util.py │ ├── DL18_seminar3_models │ ├── DL18_seminar3.ipynb │ └── util.py │ ├── DL18_seminar4_training │ └── DL18_seminar4.ipynb │ ├── DL18_seminar5_deepvision │ └── DL18_seminar5.ipynb │ ├── DL18_seminar6_deepnlp │ ├── DL18_seminar6.ipynb │ ├── charseq.jpeg │ └── names │ ├── DL18_seminar7_adversarialX │ └── DL18_seminar7.ipynb │ ├── DL18_seminar8_probmodels │ ├── DL18_seminar8.ipynb │ ├── mask_no_center.png │ ├── mask_with_center.png │ ├── pixelcnn.png │ └── utils.py │ └── DL18_seminar9_differentiableprogramming │ ├── DL18_seminar9.ipynb │ ├── pairwise_example.pth │ ├── state_dict.pth │ ├── unary_example.pth │ └── utils.py ├── 2019-fall ├── README.md ├── lectures │ ├── DL19-fall-lecture1-intro.pdf │ ├── DL19-fall-lecture10-nondiffnets.pdf │ ├── DL19-fall-lecture2-backprop.pdf │ ├── DL19-fall-lecture3-models.pdf │ ├── DL19-fall-lecture4-training.pdf │ ├── DL19-fall-lecture5-deepnlp.pdf │ ├── DL19-fall-lecture6-adversarialX.pdf │ ├── DL19-fall-lecture7-probmodels.pdf │ ├── DL19-fall-lecture8-deepvision.pdf │ └── DL19-fall-lecture9-differentiableprogramming.pdf └── seminars │ ├── seminar1 │ ├── DL19-fall-seminar1.ipynb │ └── util.py │ ├── seminar2 │ ├── DL19-fall-seminar2.ipynb │ ├── progress.png │ └── util.py │ ├── seminar3 │ ├── DL19-fall-seminar3.ipynb │ └── util.py │ ├── seminar4 │ └── DL19-fall-seminar4.ipynb │ ├── seminar5 │ ├── DL19-fall-seminar5.ipynb │ ├── charseq.jpeg │ └── names │ ├── seminar6 │ ├── DL19-fall-seminar6.ipynb │ ├── net_weights.pth │ ├── test_array_sign.pth │ └── test_array_step.pth │ ├── seminar7 │ ├── DL19-fall-seminar7.ipynb │ ├── mask_no_center.png │ ├── mask_with_center.png │ ├── pixelcnn.png │ └── utils.py │ ├── seminar8 │ ├── DL19-fall-seminar8.ipynb │ ├── UNet.png │ ├── cityscapes_example.png │ └── utils.py │ └── seminar9 │ ├── DL19-fall-seminar9.ipynb │ ├── Structure-of-linear-chain-conditional-random-field.png │ ├── pairwise_example.pth │ ├── state_dict.pth │ ├── unary_example.pth │ └── utils.py ├── 2019-spring ├── README.md ├── lectures │ ├── DL19_lecture1_intro.pdf │ ├── DL19_lecture2_backprop.pdf │ ├── DL19_lecture3_models.pdf │ ├── DL19_lecture4_training.pdf │ ├── DL19_lecture5_deepvision.pdf │ ├── DL19_lecture6_deepnlp.pdf │ ├── DL19_lecture7_adversarialX.pdf │ ├── DL19_lecture8_probmodels.pdf │ └── DL19_lecture9_differentiableprogramming.pdf └── seminars │ ├── seminar1 │ ├── DL19_seminar1.ipynb │ └── util.py │ ├── seminar2 │ ├── DL19_seminar2.ipynb │ ├── progress.png │ └── util.py │ ├── seminar3 │ ├── DL19_seminar3.ipynb │ └── util.py │ ├── seminar4 │ └── DL19_seminar4.ipynb │ ├── seminar5 │ └── DL19_seminar5.ipynb │ ├── seminar6 │ ├── DL19_seminar6.ipynb │ ├── charseq.jpeg │ └── names │ ├── seminar7 │ ├── DL19_seminar7.ipynb │ ├── net_weights.pth │ ├── test_array_sign.pth │ └── test_array_step.pth │ ├── seminar8 │ ├── DL19_seminar8.ipynb │ ├── mask_no_center.png │ ├── mask_with_center.png │ ├── pixelcnn.png │ └── utils.py │ └── seminar9 │ ├── DL19_seminar9.ipynb │ ├── Structure-of-linear-chain-conditional-random-field.png │ ├── pairwise_example.pth │ ├── state_dict.pth │ ├── unary_example.pth │ └── utils.py ├── 2020-fall ├── README.md ├── lectures │ ├── DL20-fall-about.pdf │ ├── DL20-fall-lecture1-intro.pdf │ ├── DL20-fall-lecture10-differentiableprogramming.pdf │ ├── DL20-fall-lecture11-nondiffnets.pdf │ ├── DL20-fall-lecture2-backprop.pdf │ ├── DL20-fall-lecture3-models.pdf │ ├── DL20-fall-lecture4-training.pdf │ ├── DL20-fall-lecture5-bestpractices.pdf │ ├── DL20-fall-lecture6-deepnlp.pdf │ ├── DL20-fall-lecture7-deepvision.pdf │ ├── DL20-fall-lecture8-adversarialX.pdf │ ├── DL20-fall-lecture9-probmodels.pdf │ └── mryasokin_guest_dlatscale.pdf └── seminars │ ├── seminar1 │ ├── DL20-fall-seminar1.ipynb │ └── util.py │ ├── seminar10 │ ├── DL20_fall_seminar10.ipynb │ ├── Structure-of-linear-chain-conditional-random-field.png │ ├── pairwise_example.pth │ ├── state_dict.pth │ ├── unary_example.pth │ └── utils.py │ ├── seminar11 │ └── DL20_fall_seminar11.ipynb │ ├── seminar2 │ ├── DL20-fall-seminar2.ipynb │ ├── progress.png │ └── util.py │ ├── seminar3 │ ├── DL20_fall_seminar3.ipynb │ └── util.py │ ├── seminar4 │ └── DL20_fall_seminar4.ipynb │ ├── seminar5 │ ├── looking_for_bugs.ipynb │ └── readme.md │ ├── seminar6 │ ├── DL20_fall_seminar6.ipynb │ └── names │ ├── seminar7 │ ├── DL20_fall_seminar7.ipynb │ ├── UNet.png │ ├── cityscapes_example.png │ └── utils.py │ ├── seminar8 │ ├── DL20_fall_seminar8.ipynb │ ├── net_weights.pth │ ├── test_array_sign.pth │ └── test_array_step.pth │ └── seminar9 │ ├── DL20_fall_seminar9.ipynb │ ├── mask_no_center.png │ ├── mask_with_center.png │ ├── pixelcnn.png │ └── utils.py ├── 2021-fall ├── README.md ├── homeworks_small │ ├── looking_for_bugs │ │ ├── looking_for_bugs.ipynb │ │ └── readme.md │ ├── shw1 │ │ ├── DL21-fall-shw1.ipynb │ │ └── util.py │ ├── shw10 │ │ └── DL21-fall-shw10.ipynb │ ├── shw2 │ │ ├── DL21-fall-shw2.ipynb │ │ ├── progress.png │ │ └── util.py │ ├── shw3 │ │ ├── DL21-fall-shw3.ipynb │ │ └── util.py │ ├── shw4 │ │ └── DL21-fall-shw4.ipynb │ ├── shw5 │ │ ├── DL21-fall-shw5.ipynb │ │ ├── UNet.png │ │ ├── cityscapes_example.png │ │ └── utils.py │ ├── shw6 │ │ ├── DL21-fall-shw6.ipynb │ │ └── names │ ├── shw7 │ │ ├── DL21-fall-shw7.ipynb │ │ ├── net_weights.pth │ │ ├── test_array_sign.pth │ │ └── test_array_step.pth │ ├── shw8 │ │ ├── DL21-fall-shw8.ipynb │ │ ├── mask_no_center.png │ │ ├── mask_with_center.png │ │ ├── pixelcnn.png │ │ └── utils.py │ └── shw9 │ │ ├── DL21-fall-shw9.ipynb │ │ ├── Structure-of-linear-chain-conditional-random-field.png │ │ ├── pairwise_example.pth │ │ ├── state_dict.pth │ │ ├── unary_example.pth │ │ └── utils.py └── lectures │ ├── DL21-fall-about.pdf │ ├── DL21-fall-lecture10-probmodels.pdf │ ├── DL21-fall-lecture11-differentiableprogramming.pdf │ ├── DL21-fall-lecture12-nondiffnets.pdf │ ├── DL21-fall-lecture5-bestpractices.pdf │ ├── DL21-fall-lecture6-deepvision.pdf │ ├── DL21-fall-lecture7-deepnlp.pdf │ ├── DL21-fall-lecture8-transformers.pdf │ └── DL21-fall-lecture9-adversarialX.pdf ├── LICENSE └── README.md /.gitignore: -------------------------------------------------------------------------------- 1 | .ipynb_checkpoints 2 | -------------------------------------------------------------------------------- /2018-spring/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/README.md -------------------------------------------------------------------------------- /2018-spring/lectures/DL18_invitedTalk_dialogSystems.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/lectures/DL18_invitedTalk_dialogSystems.pdf -------------------------------------------------------------------------------- /2018-spring/lectures/DL18_lecture10_nondiffnets.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/lectures/DL18_lecture10_nondiffnets.pdf -------------------------------------------------------------------------------- /2018-spring/lectures/DL18_lecture1_intro.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/lectures/DL18_lecture1_intro.pdf -------------------------------------------------------------------------------- /2018-spring/lectures/DL18_lecture2_backprop.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/lectures/DL18_lecture2_backprop.pdf -------------------------------------------------------------------------------- /2018-spring/lectures/DL18_lecture3_models.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/lectures/DL18_lecture3_models.pdf -------------------------------------------------------------------------------- /2018-spring/lectures/DL18_lecture4_training.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/lectures/DL18_lecture4_training.pdf -------------------------------------------------------------------------------- /2018-spring/lectures/DL18_lecture5_deepvision.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/lectures/DL18_lecture5_deepvision.pdf -------------------------------------------------------------------------------- /2018-spring/lectures/DL18_lecture6_deepnlp.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/lectures/DL18_lecture6_deepnlp.pdf -------------------------------------------------------------------------------- /2018-spring/lectures/DL18_lecture7_adversarialX.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/lectures/DL18_lecture7_adversarialX.pdf -------------------------------------------------------------------------------- /2018-spring/lectures/DL18_lecture8_probmodels.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/lectures/DL18_lecture8_probmodels.pdf -------------------------------------------------------------------------------- /2018-spring/lectures/DL18_lecture9_differentiableprogramming.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/lectures/DL18_lecture9_differentiableprogramming.pdf -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar1_intro/DL18_seminar1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar1_intro/DL18_seminar1.ipynb -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar1_intro/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar1_intro/util.py -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar2_pytorch/DL18_seminar2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar2_pytorch/DL18_seminar2.ipynb -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar2_pytorch/progress.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar2_pytorch/progress.png -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar2_pytorch/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar2_pytorch/util.py -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar3_models/DL18_seminar3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar3_models/DL18_seminar3.ipynb -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar3_models/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar3_models/util.py -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar4_training/DL18_seminar4.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar4_training/DL18_seminar4.ipynb -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar5_deepvision/DL18_seminar5.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar5_deepvision/DL18_seminar5.ipynb -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar6_deepnlp/DL18_seminar6.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar6_deepnlp/DL18_seminar6.ipynb -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar6_deepnlp/charseq.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar6_deepnlp/charseq.jpeg -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar6_deepnlp/names: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar6_deepnlp/names -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar7_adversarialX/DL18_seminar7.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar7_adversarialX/DL18_seminar7.ipynb -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar8_probmodels/DL18_seminar8.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar8_probmodels/DL18_seminar8.ipynb -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar8_probmodels/mask_no_center.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar8_probmodels/mask_no_center.png -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar8_probmodels/mask_with_center.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar8_probmodels/mask_with_center.png -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar8_probmodels/pixelcnn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar8_probmodels/pixelcnn.png -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar8_probmodels/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar8_probmodels/utils.py -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar9_differentiableprogramming/DL18_seminar9.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar9_differentiableprogramming/DL18_seminar9.ipynb -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar9_differentiableprogramming/pairwise_example.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar9_differentiableprogramming/pairwise_example.pth -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar9_differentiableprogramming/state_dict.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar9_differentiableprogramming/state_dict.pth -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar9_differentiableprogramming/unary_example.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar9_differentiableprogramming/unary_example.pth -------------------------------------------------------------------------------- /2018-spring/seminars/DL18_seminar9_differentiableprogramming/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2018-spring/seminars/DL18_seminar9_differentiableprogramming/utils.py -------------------------------------------------------------------------------- /2019-fall/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/README.md -------------------------------------------------------------------------------- /2019-fall/lectures/DL19-fall-lecture1-intro.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/lectures/DL19-fall-lecture1-intro.pdf -------------------------------------------------------------------------------- /2019-fall/lectures/DL19-fall-lecture10-nondiffnets.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/lectures/DL19-fall-lecture10-nondiffnets.pdf -------------------------------------------------------------------------------- /2019-fall/lectures/DL19-fall-lecture2-backprop.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/lectures/DL19-fall-lecture2-backprop.pdf -------------------------------------------------------------------------------- /2019-fall/lectures/DL19-fall-lecture3-models.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/lectures/DL19-fall-lecture3-models.pdf -------------------------------------------------------------------------------- /2019-fall/lectures/DL19-fall-lecture4-training.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/lectures/DL19-fall-lecture4-training.pdf -------------------------------------------------------------------------------- /2019-fall/lectures/DL19-fall-lecture5-deepnlp.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/lectures/DL19-fall-lecture5-deepnlp.pdf -------------------------------------------------------------------------------- /2019-fall/lectures/DL19-fall-lecture6-adversarialX.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/lectures/DL19-fall-lecture6-adversarialX.pdf -------------------------------------------------------------------------------- /2019-fall/lectures/DL19-fall-lecture7-probmodels.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/lectures/DL19-fall-lecture7-probmodels.pdf -------------------------------------------------------------------------------- /2019-fall/lectures/DL19-fall-lecture8-deepvision.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/lectures/DL19-fall-lecture8-deepvision.pdf -------------------------------------------------------------------------------- /2019-fall/lectures/DL19-fall-lecture9-differentiableprogramming.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/lectures/DL19-fall-lecture9-differentiableprogramming.pdf -------------------------------------------------------------------------------- /2019-fall/seminars/seminar1/DL19-fall-seminar1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar1/DL19-fall-seminar1.ipynb -------------------------------------------------------------------------------- /2019-fall/seminars/seminar1/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar1/util.py -------------------------------------------------------------------------------- /2019-fall/seminars/seminar2/DL19-fall-seminar2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar2/DL19-fall-seminar2.ipynb -------------------------------------------------------------------------------- /2019-fall/seminars/seminar2/progress.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar2/progress.png -------------------------------------------------------------------------------- /2019-fall/seminars/seminar2/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar2/util.py -------------------------------------------------------------------------------- /2019-fall/seminars/seminar3/DL19-fall-seminar3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar3/DL19-fall-seminar3.ipynb -------------------------------------------------------------------------------- /2019-fall/seminars/seminar3/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar3/util.py -------------------------------------------------------------------------------- /2019-fall/seminars/seminar4/DL19-fall-seminar4.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar4/DL19-fall-seminar4.ipynb -------------------------------------------------------------------------------- /2019-fall/seminars/seminar5/DL19-fall-seminar5.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar5/DL19-fall-seminar5.ipynb -------------------------------------------------------------------------------- /2019-fall/seminars/seminar5/charseq.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar5/charseq.jpeg -------------------------------------------------------------------------------- /2019-fall/seminars/seminar5/names: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar5/names -------------------------------------------------------------------------------- /2019-fall/seminars/seminar6/DL19-fall-seminar6.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar6/DL19-fall-seminar6.ipynb -------------------------------------------------------------------------------- /2019-fall/seminars/seminar6/net_weights.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar6/net_weights.pth -------------------------------------------------------------------------------- /2019-fall/seminars/seminar6/test_array_sign.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar6/test_array_sign.pth -------------------------------------------------------------------------------- /2019-fall/seminars/seminar6/test_array_step.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar6/test_array_step.pth -------------------------------------------------------------------------------- /2019-fall/seminars/seminar7/DL19-fall-seminar7.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar7/DL19-fall-seminar7.ipynb -------------------------------------------------------------------------------- /2019-fall/seminars/seminar7/mask_no_center.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar7/mask_no_center.png -------------------------------------------------------------------------------- /2019-fall/seminars/seminar7/mask_with_center.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar7/mask_with_center.png -------------------------------------------------------------------------------- /2019-fall/seminars/seminar7/pixelcnn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar7/pixelcnn.png -------------------------------------------------------------------------------- /2019-fall/seminars/seminar7/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar7/utils.py -------------------------------------------------------------------------------- /2019-fall/seminars/seminar8/DL19-fall-seminar8.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar8/DL19-fall-seminar8.ipynb -------------------------------------------------------------------------------- /2019-fall/seminars/seminar8/UNet.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar8/UNet.png -------------------------------------------------------------------------------- /2019-fall/seminars/seminar8/cityscapes_example.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar8/cityscapes_example.png -------------------------------------------------------------------------------- /2019-fall/seminars/seminar8/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar8/utils.py -------------------------------------------------------------------------------- /2019-fall/seminars/seminar9/DL19-fall-seminar9.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar9/DL19-fall-seminar9.ipynb -------------------------------------------------------------------------------- /2019-fall/seminars/seminar9/Structure-of-linear-chain-conditional-random-field.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar9/Structure-of-linear-chain-conditional-random-field.png -------------------------------------------------------------------------------- /2019-fall/seminars/seminar9/pairwise_example.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar9/pairwise_example.pth -------------------------------------------------------------------------------- /2019-fall/seminars/seminar9/state_dict.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar9/state_dict.pth -------------------------------------------------------------------------------- /2019-fall/seminars/seminar9/unary_example.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar9/unary_example.pth -------------------------------------------------------------------------------- /2019-fall/seminars/seminar9/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-fall/seminars/seminar9/utils.py -------------------------------------------------------------------------------- /2019-spring/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/README.md -------------------------------------------------------------------------------- /2019-spring/lectures/DL19_lecture1_intro.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/lectures/DL19_lecture1_intro.pdf -------------------------------------------------------------------------------- /2019-spring/lectures/DL19_lecture2_backprop.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/lectures/DL19_lecture2_backprop.pdf -------------------------------------------------------------------------------- /2019-spring/lectures/DL19_lecture3_models.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/lectures/DL19_lecture3_models.pdf -------------------------------------------------------------------------------- /2019-spring/lectures/DL19_lecture4_training.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/lectures/DL19_lecture4_training.pdf -------------------------------------------------------------------------------- /2019-spring/lectures/DL19_lecture5_deepvision.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/lectures/DL19_lecture5_deepvision.pdf -------------------------------------------------------------------------------- /2019-spring/lectures/DL19_lecture6_deepnlp.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/lectures/DL19_lecture6_deepnlp.pdf -------------------------------------------------------------------------------- /2019-spring/lectures/DL19_lecture7_adversarialX.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/lectures/DL19_lecture7_adversarialX.pdf -------------------------------------------------------------------------------- /2019-spring/lectures/DL19_lecture8_probmodels.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/lectures/DL19_lecture8_probmodels.pdf -------------------------------------------------------------------------------- /2019-spring/lectures/DL19_lecture9_differentiableprogramming.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/lectures/DL19_lecture9_differentiableprogramming.pdf -------------------------------------------------------------------------------- /2019-spring/seminars/seminar1/DL19_seminar1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar1/DL19_seminar1.ipynb -------------------------------------------------------------------------------- /2019-spring/seminars/seminar1/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar1/util.py -------------------------------------------------------------------------------- /2019-spring/seminars/seminar2/DL19_seminar2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar2/DL19_seminar2.ipynb -------------------------------------------------------------------------------- /2019-spring/seminars/seminar2/progress.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar2/progress.png -------------------------------------------------------------------------------- /2019-spring/seminars/seminar2/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar2/util.py -------------------------------------------------------------------------------- /2019-spring/seminars/seminar3/DL19_seminar3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar3/DL19_seminar3.ipynb -------------------------------------------------------------------------------- /2019-spring/seminars/seminar3/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar3/util.py -------------------------------------------------------------------------------- /2019-spring/seminars/seminar4/DL19_seminar4.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar4/DL19_seminar4.ipynb -------------------------------------------------------------------------------- /2019-spring/seminars/seminar5/DL19_seminar5.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar5/DL19_seminar5.ipynb -------------------------------------------------------------------------------- /2019-spring/seminars/seminar6/DL19_seminar6.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar6/DL19_seminar6.ipynb -------------------------------------------------------------------------------- /2019-spring/seminars/seminar6/charseq.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar6/charseq.jpeg -------------------------------------------------------------------------------- /2019-spring/seminars/seminar6/names: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar6/names -------------------------------------------------------------------------------- /2019-spring/seminars/seminar7/DL19_seminar7.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar7/DL19_seminar7.ipynb -------------------------------------------------------------------------------- /2019-spring/seminars/seminar7/net_weights.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar7/net_weights.pth -------------------------------------------------------------------------------- /2019-spring/seminars/seminar7/test_array_sign.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar7/test_array_sign.pth -------------------------------------------------------------------------------- /2019-spring/seminars/seminar7/test_array_step.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar7/test_array_step.pth -------------------------------------------------------------------------------- /2019-spring/seminars/seminar8/DL19_seminar8.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar8/DL19_seminar8.ipynb -------------------------------------------------------------------------------- /2019-spring/seminars/seminar8/mask_no_center.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar8/mask_no_center.png -------------------------------------------------------------------------------- /2019-spring/seminars/seminar8/mask_with_center.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar8/mask_with_center.png -------------------------------------------------------------------------------- /2019-spring/seminars/seminar8/pixelcnn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar8/pixelcnn.png -------------------------------------------------------------------------------- /2019-spring/seminars/seminar8/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar8/utils.py -------------------------------------------------------------------------------- /2019-spring/seminars/seminar9/DL19_seminar9.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar9/DL19_seminar9.ipynb -------------------------------------------------------------------------------- /2019-spring/seminars/seminar9/Structure-of-linear-chain-conditional-random-field.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar9/Structure-of-linear-chain-conditional-random-field.png -------------------------------------------------------------------------------- /2019-spring/seminars/seminar9/pairwise_example.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar9/pairwise_example.pth -------------------------------------------------------------------------------- /2019-spring/seminars/seminar9/state_dict.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar9/state_dict.pth -------------------------------------------------------------------------------- /2019-spring/seminars/seminar9/unary_example.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar9/unary_example.pth -------------------------------------------------------------------------------- /2019-spring/seminars/seminar9/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2019-spring/seminars/seminar9/utils.py -------------------------------------------------------------------------------- /2020-fall/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/README.md -------------------------------------------------------------------------------- /2020-fall/lectures/DL20-fall-about.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/lectures/DL20-fall-about.pdf -------------------------------------------------------------------------------- /2020-fall/lectures/DL20-fall-lecture1-intro.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/lectures/DL20-fall-lecture1-intro.pdf -------------------------------------------------------------------------------- /2020-fall/lectures/DL20-fall-lecture10-differentiableprogramming.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/lectures/DL20-fall-lecture10-differentiableprogramming.pdf -------------------------------------------------------------------------------- /2020-fall/lectures/DL20-fall-lecture11-nondiffnets.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/lectures/DL20-fall-lecture11-nondiffnets.pdf -------------------------------------------------------------------------------- /2020-fall/lectures/DL20-fall-lecture2-backprop.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/lectures/DL20-fall-lecture2-backprop.pdf -------------------------------------------------------------------------------- /2020-fall/lectures/DL20-fall-lecture3-models.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/lectures/DL20-fall-lecture3-models.pdf -------------------------------------------------------------------------------- /2020-fall/lectures/DL20-fall-lecture4-training.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/lectures/DL20-fall-lecture4-training.pdf -------------------------------------------------------------------------------- /2020-fall/lectures/DL20-fall-lecture5-bestpractices.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/lectures/DL20-fall-lecture5-bestpractices.pdf -------------------------------------------------------------------------------- /2020-fall/lectures/DL20-fall-lecture6-deepnlp.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/lectures/DL20-fall-lecture6-deepnlp.pdf -------------------------------------------------------------------------------- /2020-fall/lectures/DL20-fall-lecture7-deepvision.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/lectures/DL20-fall-lecture7-deepvision.pdf -------------------------------------------------------------------------------- /2020-fall/lectures/DL20-fall-lecture8-adversarialX.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/lectures/DL20-fall-lecture8-adversarialX.pdf -------------------------------------------------------------------------------- /2020-fall/lectures/DL20-fall-lecture9-probmodels.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/lectures/DL20-fall-lecture9-probmodels.pdf -------------------------------------------------------------------------------- /2020-fall/lectures/mryasokin_guest_dlatscale.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/lectures/mryasokin_guest_dlatscale.pdf -------------------------------------------------------------------------------- /2020-fall/seminars/seminar1/DL20-fall-seminar1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar1/DL20-fall-seminar1.ipynb -------------------------------------------------------------------------------- /2020-fall/seminars/seminar1/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar1/util.py -------------------------------------------------------------------------------- /2020-fall/seminars/seminar10/DL20_fall_seminar10.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar10/DL20_fall_seminar10.ipynb -------------------------------------------------------------------------------- /2020-fall/seminars/seminar10/Structure-of-linear-chain-conditional-random-field.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar10/Structure-of-linear-chain-conditional-random-field.png -------------------------------------------------------------------------------- /2020-fall/seminars/seminar10/pairwise_example.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar10/pairwise_example.pth -------------------------------------------------------------------------------- /2020-fall/seminars/seminar10/state_dict.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar10/state_dict.pth -------------------------------------------------------------------------------- /2020-fall/seminars/seminar10/unary_example.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar10/unary_example.pth -------------------------------------------------------------------------------- /2020-fall/seminars/seminar10/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar10/utils.py -------------------------------------------------------------------------------- /2020-fall/seminars/seminar11/DL20_fall_seminar11.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar11/DL20_fall_seminar11.ipynb -------------------------------------------------------------------------------- /2020-fall/seminars/seminar2/DL20-fall-seminar2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar2/DL20-fall-seminar2.ipynb -------------------------------------------------------------------------------- /2020-fall/seminars/seminar2/progress.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar2/progress.png -------------------------------------------------------------------------------- /2020-fall/seminars/seminar2/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar2/util.py -------------------------------------------------------------------------------- /2020-fall/seminars/seminar3/DL20_fall_seminar3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar3/DL20_fall_seminar3.ipynb -------------------------------------------------------------------------------- /2020-fall/seminars/seminar3/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar3/util.py -------------------------------------------------------------------------------- /2020-fall/seminars/seminar4/DL20_fall_seminar4.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar4/DL20_fall_seminar4.ipynb -------------------------------------------------------------------------------- /2020-fall/seminars/seminar5/looking_for_bugs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar5/looking_for_bugs.ipynb -------------------------------------------------------------------------------- /2020-fall/seminars/seminar5/readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar5/readme.md -------------------------------------------------------------------------------- /2020-fall/seminars/seminar6/DL20_fall_seminar6.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar6/DL20_fall_seminar6.ipynb -------------------------------------------------------------------------------- /2020-fall/seminars/seminar6/names: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar6/names -------------------------------------------------------------------------------- /2020-fall/seminars/seminar7/DL20_fall_seminar7.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar7/DL20_fall_seminar7.ipynb -------------------------------------------------------------------------------- /2020-fall/seminars/seminar7/UNet.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar7/UNet.png -------------------------------------------------------------------------------- /2020-fall/seminars/seminar7/cityscapes_example.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar7/cityscapes_example.png -------------------------------------------------------------------------------- /2020-fall/seminars/seminar7/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar7/utils.py -------------------------------------------------------------------------------- /2020-fall/seminars/seminar8/DL20_fall_seminar8.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar8/DL20_fall_seminar8.ipynb -------------------------------------------------------------------------------- /2020-fall/seminars/seminar8/net_weights.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar8/net_weights.pth -------------------------------------------------------------------------------- /2020-fall/seminars/seminar8/test_array_sign.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar8/test_array_sign.pth -------------------------------------------------------------------------------- /2020-fall/seminars/seminar8/test_array_step.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar8/test_array_step.pth -------------------------------------------------------------------------------- /2020-fall/seminars/seminar9/DL20_fall_seminar9.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar9/DL20_fall_seminar9.ipynb -------------------------------------------------------------------------------- /2020-fall/seminars/seminar9/mask_no_center.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar9/mask_no_center.png -------------------------------------------------------------------------------- /2020-fall/seminars/seminar9/mask_with_center.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar9/mask_with_center.png -------------------------------------------------------------------------------- /2020-fall/seminars/seminar9/pixelcnn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar9/pixelcnn.png -------------------------------------------------------------------------------- /2020-fall/seminars/seminar9/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2020-fall/seminars/seminar9/utils.py -------------------------------------------------------------------------------- /2021-fall/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/README.md -------------------------------------------------------------------------------- /2021-fall/homeworks_small/looking_for_bugs/looking_for_bugs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/looking_for_bugs/looking_for_bugs.ipynb -------------------------------------------------------------------------------- /2021-fall/homeworks_small/looking_for_bugs/readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/looking_for_bugs/readme.md -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw1/DL21-fall-shw1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw1/DL21-fall-shw1.ipynb -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw1/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw1/util.py -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw10/DL21-fall-shw10.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw10/DL21-fall-shw10.ipynb -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw2/DL21-fall-shw2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw2/DL21-fall-shw2.ipynb -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw2/progress.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw2/progress.png -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw2/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw2/util.py -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw3/DL21-fall-shw3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw3/DL21-fall-shw3.ipynb -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw3/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw3/util.py -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw4/DL21-fall-shw4.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw4/DL21-fall-shw4.ipynb -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw5/DL21-fall-shw5.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw5/DL21-fall-shw5.ipynb -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw5/UNet.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw5/UNet.png -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw5/cityscapes_example.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw5/cityscapes_example.png -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw5/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw5/utils.py -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw6/DL21-fall-shw6.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw6/DL21-fall-shw6.ipynb -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw6/names: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw6/names -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw7/DL21-fall-shw7.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw7/DL21-fall-shw7.ipynb -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw7/net_weights.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw7/net_weights.pth -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw7/test_array_sign.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw7/test_array_sign.pth -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw7/test_array_step.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw7/test_array_step.pth -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw8/DL21-fall-shw8.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw8/DL21-fall-shw8.ipynb -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw8/mask_no_center.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw8/mask_no_center.png -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw8/mask_with_center.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw8/mask_with_center.png -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw8/pixelcnn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw8/pixelcnn.png -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw8/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw8/utils.py -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw9/DL21-fall-shw9.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw9/DL21-fall-shw9.ipynb -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw9/Structure-of-linear-chain-conditional-random-field.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw9/Structure-of-linear-chain-conditional-random-field.png -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw9/pairwise_example.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw9/pairwise_example.pth -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw9/state_dict.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw9/state_dict.pth -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw9/unary_example.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw9/unary_example.pth -------------------------------------------------------------------------------- /2021-fall/homeworks_small/shw9/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/homeworks_small/shw9/utils.py -------------------------------------------------------------------------------- /2021-fall/lectures/DL21-fall-about.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/lectures/DL21-fall-about.pdf -------------------------------------------------------------------------------- /2021-fall/lectures/DL21-fall-lecture10-probmodels.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/lectures/DL21-fall-lecture10-probmodels.pdf -------------------------------------------------------------------------------- /2021-fall/lectures/DL21-fall-lecture11-differentiableprogramming.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/lectures/DL21-fall-lecture11-differentiableprogramming.pdf -------------------------------------------------------------------------------- /2021-fall/lectures/DL21-fall-lecture12-nondiffnets.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/lectures/DL21-fall-lecture12-nondiffnets.pdf -------------------------------------------------------------------------------- /2021-fall/lectures/DL21-fall-lecture5-bestpractices.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/lectures/DL21-fall-lecture5-bestpractices.pdf -------------------------------------------------------------------------------- /2021-fall/lectures/DL21-fall-lecture6-deepvision.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/lectures/DL21-fall-lecture6-deepvision.pdf -------------------------------------------------------------------------------- /2021-fall/lectures/DL21-fall-lecture7-deepnlp.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/lectures/DL21-fall-lecture7-deepnlp.pdf -------------------------------------------------------------------------------- /2021-fall/lectures/DL21-fall-lecture8-transformers.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/lectures/DL21-fall-lecture8-transformers.pdf -------------------------------------------------------------------------------- /2021-fall/lectures/DL21-fall-lecture9-adversarialX.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/2021-fall/lectures/DL21-fall-lecture9-adversarialX.pdf -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aosokin/dl_cshse_ami/HEAD/README.md --------------------------------------------------------------------------------