Einops — a new style of deep learning code
Recently I’ve open-sourced einops — a new (and better) way to write deep learning code.
Einops introduces a new notation and new operations.
It perfectly complements existing frameworks (pytorch, tensorflow, gluon, chainer, numpy and others) allowing you to write better deep learning code (see examples for pytorch).
Gradient boosting 
Hamiltonian MC 
Gradient boosting 
Reconstructing pictures 
Neural Networks