mit_6s191-main
6.S191 Syllabus 2021.pdf
99KB
6S191_MIT_DeepLearning_L1.pdf
12.03MB
env.txt
317B
introtodeeplearning
test.py
186B
lab3
solutions
RL_Solution.ipynb
55KB
RL.ipynb
54KB
assets
video_play.png
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banner.png
235KB
setup.cfg
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LICENSE.md
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setup.py
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README.md
2KB
mitdeeplearning
util.py
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__init__.py
113B
lab1.py
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data
irish.abc
193KB
faces
LF
4.png
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1.png
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2.png
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11.png
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8.png
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DF
7.png
348KB
19.png
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6.png
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9.png
84KB
10.png
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LM
5.png
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1.png
11KB
11.png
11KB
8.png
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9.png
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DM
20.png
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3.png
12KB
5.png
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8.png
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9.png
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lab3.py
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lab2.py
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bin
abc2wav
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lab2
Part2_Debiasing.ipynb
52KB
img
convnet_fig.png
67KB
DB-VAE.png
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mnist_model.png
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mnist_2layers_arch.png
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solutions
Part1_MNIST_Solution.ipynb
30KB
Part2_Debiasing_Solution.ipynb
53KB
Part1_MNIST.ipynb
29KB
lab1
Part1_TensorFlow_transposed to PyTorch.py
21KB
Part1_TensorFlow_transposed to PyTorch.ipynb
43KB
Part1_PyTorch_adaptation.py
20KB
img
lstm_unrolled-01-01.png
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add-graph.png
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computation-graph-2.png
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pytorch_comp.png
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computation-graph-2-pytorch.png
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lstm_unrolled-01.png
71KB
computation-graph.png
29KB
lstm_unrolled.png
728KB
lstm_inference.png
537KB
music_waveform.png
401KB
lab1ngram.png
149KB
solutions
Part2_Music_Generation_Solution.ipynb
41KB
Part1_TensorFlow_Solution.ipynb
28KB
Part1_TensorFlow.ipynb
31KB
Part2_Music_Generation.ipynb
40KB
README.md
1KB
Part1_TensorFlow.py
18KB
.gitignore
2KB
6S191_MIT_DeepLearning_L2.pdf
9.67MB
README.md
12B
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