├── A1 ├── __pycache__ │ ├── knn.cpython-310.pyc │ └── pytorch101.cpython-310.pyc ├── eecs598 │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── data.cpython-310.pyc │ │ ├── submit.cpython-310.pyc │ │ └── utils.cpython-310.pyc │ ├── data.py │ ├── submit.py │ └── utils.py ├── knn.ipynb ├── knn.py ├── pytorch101.ipynb └── pytorch101.py ├── A2 ├── __pycache__ │ ├── linear_classifier.cpython-310.pyc │ └── two_layer_net.cpython-310.pyc ├── challenge_problem.ipynb ├── eecs598 │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── a2_challenge_problem.cpython-310.pyc │ │ ├── a2_helpers.cpython-310.pyc │ │ ├── data.cpython-310.pyc │ │ ├── grad.cpython-310.pyc │ │ ├── submit.cpython-310.pyc │ │ └── utils.cpython-310.pyc │ ├── a2_challenge_problem.py │ ├── a2_helpers.py │ ├── data.py │ ├── grad.py │ ├── submit.py │ └── utils.py ├── hand_drawn_weights.jpeg ├── linear_classifier.ipynb ├── linear_classifier.py ├── nn_best_model.pt ├── softmax_best_model.pt ├── svm_best_model.pt ├── two_layer_net.ipynb └── two_layer_net.py ├── A3 ├── __pycache__ │ ├── a3_helper.cpython-310.pyc │ ├── convolutional_networks.cpython-310.pyc │ └── fully_connected_networks.cpython-310.pyc ├── a3_helper.py ├── best_overfit_five_layer_net.pth ├── best_two_layer_net.pth ├── convolutional_networks.ipynb ├── convolutional_networks.py ├── eecs598 │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── data.cpython-310.pyc │ │ ├── grad.cpython-310.pyc │ │ ├── solver.cpython-310.pyc │ │ ├── submit.cpython-310.pyc │ │ ├── utils.cpython-310.pyc │ │ └── vis.cpython-310.pyc │ ├── data.py │ ├── grad.py │ ├── solver.py │ ├── submit.py │ ├── utils.py │ └── vis.py ├── fully_connected_networks.ipynb ├── fully_connected_networks.py ├── one_minute_deepconvnet.pth └── overfit_deepconvnet.pth ├── A4 ├── __pycache__ │ ├── a4_helper.cpython-310.pyc │ ├── network_visualization.cpython-310.pyc │ ├── pytorch_autograd_and_nn.cpython-310.pyc │ ├── rnn_lstm_attention_captioning.cpython-310.pyc │ └── style_transfer.cpython-310.pyc ├── a4_helper.py ├── adversarial_attacks_results.jpg ├── class_viz_result.jpg ├── eecs598 │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── data.cpython-310.pyc │ │ ├── grad.cpython-310.pyc │ │ ├── solver.cpython-310.pyc │ │ ├── submit.cpython-310.pyc │ │ ├── utils.cpython-310.pyc │ │ └── vis.cpython-310.pyc │ ├── data.py │ ├── grad.py │ ├── solver.py │ ├── submit.py │ ├── utils.py │ └── vis.py ├── feature_inversion_result.jpg ├── network_visualization.ipynb ├── network_visualization.py ├── pytorch_autograd_and_nn.ipynb ├── pytorch_autograd_and_nn.py ├── saliency_maps_results.jpg ├── style_transfer.ipynb ├── style_transfer.py └── style_transfer_result.jpg ├── A5 ├── Transformers.ipynb ├── __pycache__ │ ├── a5_helper.cpython-310.pyc │ ├── rnn_lstm_captioning.cpython-310.pyc │ └── transformers.cpython-310.pyc ├── a5_helper.py ├── eecs598 │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── data.cpython-310.pyc │ │ ├── grad.cpython-310.pyc │ │ ├── solver.cpython-310.pyc │ │ ├── submit.cpython-310.pyc │ │ └── utils.cpython-310.pyc │ ├── data.py │ ├── grad.py │ ├── solver.py │ ├── submit.py │ └── utils.py ├── rnn_lstm_captioning.ipynb ├── rnn_lstm_captioning.py ├── transformer.pt ├── transformers.py └── two_digit_op.json ├── A6 ├── a6_helper.py ├── eecs598 │ ├── __init__.py │ ├── data.py │ ├── grad.py │ ├── solver.py │ ├── submit.py │ ├── utils.py │ └── vis.py ├── gan.py ├── generative_adversarial_networks.ipynb ├── images │ ├── fig1_content.jpg │ ├── fig1_content_nosky.jpg │ ├── fig1_content_sky.jpg │ ├── fig2_content.jpg │ ├── fig2_content_nosky.jpg │ ├── fig2_content_sky.jpg │ ├── fig2_style1.jpg │ ├── fig2_style1_nosky.jpg │ ├── fig2_style1_sky.jpg │ ├── fig2_style2.jpg │ ├── fig2_style2_nosky.jpg │ └── fig2_style2_sky.jpg ├── vae.py └── variational_autoencoders.ipynb └── 花书中文版.pdf /A1/__pycache__/knn.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A1/__pycache__/knn.cpython-310.pyc -------------------------------------------------------------------------------- /A1/__pycache__/pytorch101.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A1/__pycache__/pytorch101.cpython-310.pyc -------------------------------------------------------------------------------- /A1/eecs598/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A1/eecs598/__init__.py -------------------------------------------------------------------------------- /A1/eecs598/__pycache__/__init__.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A1/eecs598/__pycache__/__init__.cpython-310.pyc -------------------------------------------------------------------------------- /A1/eecs598/__pycache__/data.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A1/eecs598/__pycache__/data.cpython-310.pyc -------------------------------------------------------------------------------- /A1/eecs598/__pycache__/submit.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A1/eecs598/__pycache__/submit.cpython-310.pyc -------------------------------------------------------------------------------- /A1/eecs598/__pycache__/utils.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A1/eecs598/__pycache__/utils.cpython-310.pyc -------------------------------------------------------------------------------- /A1/eecs598/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A1/eecs598/data.py -------------------------------------------------------------------------------- /A1/eecs598/submit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A1/eecs598/submit.py -------------------------------------------------------------------------------- /A1/eecs598/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A1/eecs598/utils.py -------------------------------------------------------------------------------- /A1/knn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A1/knn.ipynb -------------------------------------------------------------------------------- /A1/knn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A1/knn.py -------------------------------------------------------------------------------- /A1/pytorch101.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A1/pytorch101.ipynb -------------------------------------------------------------------------------- /A1/pytorch101.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A1/pytorch101.py -------------------------------------------------------------------------------- /A2/__pycache__/linear_classifier.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/__pycache__/linear_classifier.cpython-310.pyc -------------------------------------------------------------------------------- /A2/__pycache__/two_layer_net.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/__pycache__/two_layer_net.cpython-310.pyc -------------------------------------------------------------------------------- /A2/challenge_problem.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/challenge_problem.ipynb -------------------------------------------------------------------------------- /A2/eecs598/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/eecs598/__init__.py -------------------------------------------------------------------------------- /A2/eecs598/__pycache__/__init__.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/eecs598/__pycache__/__init__.cpython-310.pyc -------------------------------------------------------------------------------- /A2/eecs598/__pycache__/a2_challenge_problem.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/eecs598/__pycache__/a2_challenge_problem.cpython-310.pyc -------------------------------------------------------------------------------- /A2/eecs598/__pycache__/a2_helpers.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/eecs598/__pycache__/a2_helpers.cpython-310.pyc -------------------------------------------------------------------------------- /A2/eecs598/__pycache__/data.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/eecs598/__pycache__/data.cpython-310.pyc -------------------------------------------------------------------------------- /A2/eecs598/__pycache__/grad.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/eecs598/__pycache__/grad.cpython-310.pyc -------------------------------------------------------------------------------- /A2/eecs598/__pycache__/submit.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/eecs598/__pycache__/submit.cpython-310.pyc -------------------------------------------------------------------------------- /A2/eecs598/__pycache__/utils.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/eecs598/__pycache__/utils.cpython-310.pyc -------------------------------------------------------------------------------- /A2/eecs598/a2_challenge_problem.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/eecs598/a2_challenge_problem.py -------------------------------------------------------------------------------- /A2/eecs598/a2_helpers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/eecs598/a2_helpers.py -------------------------------------------------------------------------------- /A2/eecs598/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/eecs598/data.py -------------------------------------------------------------------------------- /A2/eecs598/grad.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/eecs598/grad.py -------------------------------------------------------------------------------- /A2/eecs598/submit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/eecs598/submit.py -------------------------------------------------------------------------------- /A2/eecs598/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/eecs598/utils.py -------------------------------------------------------------------------------- /A2/hand_drawn_weights.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/hand_drawn_weights.jpeg -------------------------------------------------------------------------------- /A2/linear_classifier.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/linear_classifier.ipynb -------------------------------------------------------------------------------- /A2/linear_classifier.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/linear_classifier.py -------------------------------------------------------------------------------- /A2/nn_best_model.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/nn_best_model.pt -------------------------------------------------------------------------------- /A2/softmax_best_model.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/softmax_best_model.pt -------------------------------------------------------------------------------- /A2/svm_best_model.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/svm_best_model.pt -------------------------------------------------------------------------------- /A2/two_layer_net.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/two_layer_net.ipynb -------------------------------------------------------------------------------- /A2/two_layer_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A2/two_layer_net.py -------------------------------------------------------------------------------- /A3/__pycache__/a3_helper.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/__pycache__/a3_helper.cpython-310.pyc -------------------------------------------------------------------------------- /A3/__pycache__/convolutional_networks.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/__pycache__/convolutional_networks.cpython-310.pyc -------------------------------------------------------------------------------- /A3/__pycache__/fully_connected_networks.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/__pycache__/fully_connected_networks.cpython-310.pyc -------------------------------------------------------------------------------- /A3/a3_helper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/a3_helper.py -------------------------------------------------------------------------------- /A3/best_overfit_five_layer_net.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/best_overfit_five_layer_net.pth -------------------------------------------------------------------------------- /A3/best_two_layer_net.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/best_two_layer_net.pth -------------------------------------------------------------------------------- /A3/convolutional_networks.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/convolutional_networks.ipynb -------------------------------------------------------------------------------- /A3/convolutional_networks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/convolutional_networks.py -------------------------------------------------------------------------------- /A3/eecs598/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/eecs598/__init__.py -------------------------------------------------------------------------------- /A3/eecs598/__pycache__/__init__.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/eecs598/__pycache__/__init__.cpython-310.pyc -------------------------------------------------------------------------------- /A3/eecs598/__pycache__/data.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/eecs598/__pycache__/data.cpython-310.pyc -------------------------------------------------------------------------------- /A3/eecs598/__pycache__/grad.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/eecs598/__pycache__/grad.cpython-310.pyc -------------------------------------------------------------------------------- /A3/eecs598/__pycache__/solver.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/eecs598/__pycache__/solver.cpython-310.pyc -------------------------------------------------------------------------------- /A3/eecs598/__pycache__/submit.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/eecs598/__pycache__/submit.cpython-310.pyc -------------------------------------------------------------------------------- /A3/eecs598/__pycache__/utils.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/eecs598/__pycache__/utils.cpython-310.pyc -------------------------------------------------------------------------------- /A3/eecs598/__pycache__/vis.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/eecs598/__pycache__/vis.cpython-310.pyc -------------------------------------------------------------------------------- /A3/eecs598/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/eecs598/data.py -------------------------------------------------------------------------------- /A3/eecs598/grad.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/eecs598/grad.py -------------------------------------------------------------------------------- /A3/eecs598/solver.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/eecs598/solver.py -------------------------------------------------------------------------------- /A3/eecs598/submit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/eecs598/submit.py -------------------------------------------------------------------------------- /A3/eecs598/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/eecs598/utils.py -------------------------------------------------------------------------------- /A3/eecs598/vis.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/eecs598/vis.py -------------------------------------------------------------------------------- /A3/fully_connected_networks.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/fully_connected_networks.ipynb -------------------------------------------------------------------------------- /A3/fully_connected_networks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/fully_connected_networks.py -------------------------------------------------------------------------------- /A3/one_minute_deepconvnet.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/one_minute_deepconvnet.pth -------------------------------------------------------------------------------- /A3/overfit_deepconvnet.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A3/overfit_deepconvnet.pth -------------------------------------------------------------------------------- /A4/__pycache__/a4_helper.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/__pycache__/a4_helper.cpython-310.pyc -------------------------------------------------------------------------------- /A4/__pycache__/network_visualization.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/__pycache__/network_visualization.cpython-310.pyc -------------------------------------------------------------------------------- /A4/__pycache__/pytorch_autograd_and_nn.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/__pycache__/pytorch_autograd_and_nn.cpython-310.pyc -------------------------------------------------------------------------------- /A4/__pycache__/rnn_lstm_attention_captioning.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/__pycache__/rnn_lstm_attention_captioning.cpython-310.pyc -------------------------------------------------------------------------------- /A4/__pycache__/style_transfer.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/__pycache__/style_transfer.cpython-310.pyc -------------------------------------------------------------------------------- /A4/a4_helper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/a4_helper.py -------------------------------------------------------------------------------- /A4/adversarial_attacks_results.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/adversarial_attacks_results.jpg -------------------------------------------------------------------------------- /A4/class_viz_result.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/class_viz_result.jpg -------------------------------------------------------------------------------- /A4/eecs598/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/eecs598/__init__.py -------------------------------------------------------------------------------- /A4/eecs598/__pycache__/__init__.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/eecs598/__pycache__/__init__.cpython-310.pyc -------------------------------------------------------------------------------- /A4/eecs598/__pycache__/data.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/eecs598/__pycache__/data.cpython-310.pyc -------------------------------------------------------------------------------- /A4/eecs598/__pycache__/grad.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/eecs598/__pycache__/grad.cpython-310.pyc -------------------------------------------------------------------------------- /A4/eecs598/__pycache__/solver.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/eecs598/__pycache__/solver.cpython-310.pyc -------------------------------------------------------------------------------- /A4/eecs598/__pycache__/submit.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/eecs598/__pycache__/submit.cpython-310.pyc -------------------------------------------------------------------------------- /A4/eecs598/__pycache__/utils.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/eecs598/__pycache__/utils.cpython-310.pyc -------------------------------------------------------------------------------- /A4/eecs598/__pycache__/vis.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/eecs598/__pycache__/vis.cpython-310.pyc -------------------------------------------------------------------------------- /A4/eecs598/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/eecs598/data.py -------------------------------------------------------------------------------- /A4/eecs598/grad.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/eecs598/grad.py -------------------------------------------------------------------------------- /A4/eecs598/solver.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/eecs598/solver.py -------------------------------------------------------------------------------- /A4/eecs598/submit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/eecs598/submit.py -------------------------------------------------------------------------------- /A4/eecs598/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/eecs598/utils.py -------------------------------------------------------------------------------- /A4/eecs598/vis.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/eecs598/vis.py -------------------------------------------------------------------------------- /A4/feature_inversion_result.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/feature_inversion_result.jpg -------------------------------------------------------------------------------- /A4/network_visualization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/network_visualization.ipynb -------------------------------------------------------------------------------- /A4/network_visualization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/network_visualization.py -------------------------------------------------------------------------------- /A4/pytorch_autograd_and_nn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/pytorch_autograd_and_nn.ipynb -------------------------------------------------------------------------------- /A4/pytorch_autograd_and_nn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/pytorch_autograd_and_nn.py -------------------------------------------------------------------------------- /A4/saliency_maps_results.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/saliency_maps_results.jpg -------------------------------------------------------------------------------- /A4/style_transfer.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/style_transfer.ipynb -------------------------------------------------------------------------------- /A4/style_transfer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/style_transfer.py -------------------------------------------------------------------------------- /A4/style_transfer_result.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A4/style_transfer_result.jpg -------------------------------------------------------------------------------- /A5/Transformers.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A5/Transformers.ipynb -------------------------------------------------------------------------------- /A5/__pycache__/a5_helper.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A5/__pycache__/a5_helper.cpython-310.pyc -------------------------------------------------------------------------------- /A5/__pycache__/rnn_lstm_captioning.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A5/__pycache__/rnn_lstm_captioning.cpython-310.pyc -------------------------------------------------------------------------------- /A5/__pycache__/transformers.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A5/__pycache__/transformers.cpython-310.pyc -------------------------------------------------------------------------------- /A5/a5_helper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A5/a5_helper.py -------------------------------------------------------------------------------- /A5/eecs598/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A5/eecs598/__init__.py -------------------------------------------------------------------------------- /A5/eecs598/__pycache__/__init__.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A5/eecs598/__pycache__/__init__.cpython-310.pyc -------------------------------------------------------------------------------- /A5/eecs598/__pycache__/data.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A5/eecs598/__pycache__/data.cpython-310.pyc -------------------------------------------------------------------------------- /A5/eecs598/__pycache__/grad.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A5/eecs598/__pycache__/grad.cpython-310.pyc -------------------------------------------------------------------------------- /A5/eecs598/__pycache__/solver.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A5/eecs598/__pycache__/solver.cpython-310.pyc -------------------------------------------------------------------------------- /A5/eecs598/__pycache__/submit.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A5/eecs598/__pycache__/submit.cpython-310.pyc -------------------------------------------------------------------------------- /A5/eecs598/__pycache__/utils.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A5/eecs598/__pycache__/utils.cpython-310.pyc -------------------------------------------------------------------------------- /A5/eecs598/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A5/eecs598/data.py -------------------------------------------------------------------------------- /A5/eecs598/grad.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A5/eecs598/grad.py -------------------------------------------------------------------------------- /A5/eecs598/solver.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A5/eecs598/solver.py -------------------------------------------------------------------------------- /A5/eecs598/submit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A5/eecs598/submit.py -------------------------------------------------------------------------------- /A5/eecs598/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A5/eecs598/utils.py -------------------------------------------------------------------------------- /A5/rnn_lstm_captioning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A5/rnn_lstm_captioning.ipynb -------------------------------------------------------------------------------- /A5/rnn_lstm_captioning.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A5/rnn_lstm_captioning.py -------------------------------------------------------------------------------- /A5/transformer.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A5/transformer.pt -------------------------------------------------------------------------------- /A5/transformers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A5/transformers.py -------------------------------------------------------------------------------- /A5/two_digit_op.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A5/two_digit_op.json -------------------------------------------------------------------------------- /A6/a6_helper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/a6_helper.py -------------------------------------------------------------------------------- /A6/eecs598/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/eecs598/__init__.py -------------------------------------------------------------------------------- /A6/eecs598/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/eecs598/data.py -------------------------------------------------------------------------------- /A6/eecs598/grad.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/eecs598/grad.py -------------------------------------------------------------------------------- /A6/eecs598/solver.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/eecs598/solver.py -------------------------------------------------------------------------------- /A6/eecs598/submit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/eecs598/submit.py -------------------------------------------------------------------------------- /A6/eecs598/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/eecs598/utils.py -------------------------------------------------------------------------------- /A6/eecs598/vis.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/eecs598/vis.py -------------------------------------------------------------------------------- /A6/gan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/gan.py -------------------------------------------------------------------------------- /A6/generative_adversarial_networks.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/generative_adversarial_networks.ipynb -------------------------------------------------------------------------------- /A6/images/fig1_content.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/images/fig1_content.jpg -------------------------------------------------------------------------------- /A6/images/fig1_content_nosky.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/images/fig1_content_nosky.jpg -------------------------------------------------------------------------------- /A6/images/fig1_content_sky.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/images/fig1_content_sky.jpg -------------------------------------------------------------------------------- /A6/images/fig2_content.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/images/fig2_content.jpg -------------------------------------------------------------------------------- /A6/images/fig2_content_nosky.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/images/fig2_content_nosky.jpg -------------------------------------------------------------------------------- /A6/images/fig2_content_sky.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/images/fig2_content_sky.jpg -------------------------------------------------------------------------------- /A6/images/fig2_style1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/images/fig2_style1.jpg -------------------------------------------------------------------------------- /A6/images/fig2_style1_nosky.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/images/fig2_style1_nosky.jpg -------------------------------------------------------------------------------- /A6/images/fig2_style1_sky.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/images/fig2_style1_sky.jpg -------------------------------------------------------------------------------- /A6/images/fig2_style2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/images/fig2_style2.jpg -------------------------------------------------------------------------------- /A6/images/fig2_style2_nosky.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/images/fig2_style2_nosky.jpg -------------------------------------------------------------------------------- /A6/images/fig2_style2_sky.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/images/fig2_style2_sky.jpg -------------------------------------------------------------------------------- /A6/vae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/vae.py -------------------------------------------------------------------------------- /A6/variational_autoencoders.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/A6/variational_autoencoders.ipynb -------------------------------------------------------------------------------- /花书中文版.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Sumxiaa/eecs498-007/HEAD/花书中文版.pdf --------------------------------------------------------------------------------