PyTorch Tuotrials

Description

This is Repo contains exmaples of Neural Networks from basic NNs, CNNs, RNNs, to GANs. I'll be updating this as i continue to learn more and build a solid foundation. :)

Installation

conda install pytorch torchvision cudatoolkit=10.1 -c pytorch

conda install matplotlib, pandas, numpy


git clone https://github.com/Utkarsh-Shukla12/PyTorch-Tutorials

cd PyTorch-Tutorials

Tutorial Notebooks

Refer to the attached Notebooks for more details. In case you find any bugs or contribute to the the repo. Please feel free to create a pull request.

• Transfer Learning for Flower Classification

• CNN demo in CIFAR Dataset Note: This Notebook is offical pytorch tutorial, I've not written or claims this to be my work. But it's a nice read.

• Vanilla RNN demo for time series prediction

• Fashion MNIST Neural Network or Open in Google Colab

Reference

Please refer to the offical Documentation of PyTorch for inforamtion.

License

MIT License

Author

Utkarsh Shukla