A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

Tutorial material on the scientific Python ecosystem

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

Classification with PyTorch.

Spherical CNNs

Some custom dataset examples for PyTorch

experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN acc

Experiments with Adam/AdamW/amsgrad

Code for the NeurIPS'17 paper "DropoutNet: Addressing Cold Start in Recommender Systems"

Set of Machine Learning and Stochastic Optimazion tools based on Hadoop, Spark and Storm https://pkghosh.wordpress.com/

Bandit algorithms for dynamic pricing of many products