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Simple PyTorch Tutorials Zero to ALL!
deeplearning pytorch python tutorial basic
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@hunkim
hunkim Merge pull request #51 from Hammania689/master 
Updated first 10 lessons to work with PyTorch 1.0 +
Latest commit 4a80044 Oct 31, 2019

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data Added name_classify Nov 3, 2017
slides Updated slides Nov 12, 2017
.gitignore Ignoring .py* files Jun 22, 2019
.travis.yml Added travis Nov 11, 2017
01_basics.py Adding comments and updates to pytorch :) Jun 18, 2019
02_manual_gradient.py Adding comments and updates to pytorch :) Jun 18, 2019
03_auto_gradient.py Adding comments and updates to pytorch :) Jun 18, 2019
05_linear_regression.py Logistic Regression notes and code done :) Jun 22, 2019
06_logistic_regression.py Logistic Regression notes and code done :) Jun 22, 2019
07_diabets_logistic.py Refactoring lesson #7. Will not provide notes for this lesson Jun 22, 2019
08_1_dataset_loader.py Refactored code for tutorial on Pytorch dataloader Jun 22, 2019
08_2_dataset_loade_logistic.py Refactored code for tutorial on Pytorch dataloader Jun 22, 2019
09_01_softmax_loss.py Refactored Lesson 9 (Added ability to train on gpu and time stats)! Jun 22, 2019
09_2_softmax_mnist.py Refactored Lesson 9 (Added ability to train on gpu and time stats)! Jun 22, 2019
10_1_cnn_mnist.py Fixed lesson 10 notebook Aug 25, 2019
11_1_toy_inception_mnist.py Added char rnn and seq2seq Oct 31, 2017
12_1_rnn_basics.py Remove unnecessary parenthesis Mar 27, 2018
12_2_hello_rnn.py Fixed rnn hidden shape bugs Mar 24, 2018
12_3_hello_rnn_seq.py Fixed rnn hidden shape bugs Mar 24, 2018
12_4_hello_rnn_emb.py Fixed rnn hidden shape bugs Mar 24, 2018
13_1_rnn_classification_basics.py Updated slides Nov 12, 2017
13_2_rnn_classification.py Updated slides Nov 12, 2017
13_3_char_rnn.py Updated slides Nov 12, 2017
13_4_pack_pad.py Updated slides Nov 12, 2017
14_1_seq2seq.py Fixed bugs Nov 11, 2017
14_2_seq2seq_att.py Updated slides Nov 12, 2017
README.md Merge branch 'master' of github.com:hunkim/PyTorchZeroToAll Nov 12, 2017
name_dataset.py Added fixed code Nov 3, 2017
requirements.txt Added name_classify Nov 3, 2017
seq2seq_models.py Simplified RNN/Att Nov 8, 2017
text_loader.py Added fixed code Nov 3, 2017

README.md

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PyTorchZeroToAll

Quick 3~4 day lecture materials for HKUST students.

Video Lectures: (RNN TBA)

Slides

If you cannot access the GoogleDoc for somehow, please check out pdf files in slides. However, slides in GoogleDrive are always latest. We really appreciate your comments.

Previous Lectures

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