deeplearning_with_pytorch

Series of tutorial for Deep Learning with Pytorch

Text Version Tutorials -

Neural Network & Optimization:

http://www.aritrasen.com/deep-learning-with-pytorch-getting-started-1-0/

http://www.aritrasen.com/deep-learning-with-pytorch-neural-network-implementation-1-1/

http://www.aritrasen.com/deep-learning-with-pytorch-dataloadervalidationtestdropouts-1-2/

http://www.aritrasen.com/deep-learning-with-pytorch-nn-sequentialgpusaving-loading-model-1-3/

http://www.aritrasen.com/deep-learning-with-pytorch-speeding-up-the-training-1-4/

http://www.aritrasen.com/deep-learning-with-pytorch-custom-weight-initialization-1-5/

CNN (Computer Vision)

http://www.aritrasen.com/deep-learning-with-pytorch-cnn-getting-started-2-0/

http://www.aritrasen.com/deep-learning-with-pytorch-cnn-from-scratch-with-data-augmentation-2-1/

http://www.aritrasen.com/deep-learning-with-pytorch-cnn-transfer-learning-2-2/

RNN & LSTM (Sequence Modeling)

http://www.aritrasen.com/deep-learning-with-pytorch-sequence-modeling-getting-started-rnn-3-0/

http://www.aritrasen.com/deep-learning-with-pytorch-sequence-modeling-time-series-prediction-rnns-3-1/

http://www.aritrasen.com/deep-learning-with-pytorch-sequence-modeling-lstms-3-2/

http://www.aritrasen.com/deep-learning-with-pytorch-text-generation-lstms-3-3/

Other tutorials to be added soon