iacolippo

octconv-pytorch

Implementation of OctConv in Pytorch (https://arxiv.org/abs/1904.05049)

Direct-Feedback-Alignment

Experiments with Direct Feedback Alignment training scheme for DNNs

gpu-dnn-install

Scripts and instructions to install CUDA, cuDNN and the most common deep learning frameworks.

audio

simple audio I/O for pytorch

BinaryNet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

cifar.torch

92.45% on CIFAR-10 in Torch

clean-code-python

:bathtub: Clean Code concepts adapted for Python

convnet-benchmarks

Easy benchmarking of all publicly accessible implementations of convnets

ConvNet-torch

Training Deep Convolutional Networks on visual classification tasks

Deep-Encoding

Deep Texture Encoding Network

dfa-torch

Training neural networks with back-prop, feedback-alignment and direct feedback-alignment

dni.pytorch

Implement Decoupled Neural Interfaces using Synthetic Gradients in Pytorch

ganhacks

starter from "How to Train a GAN?" at NIPS2016

improved-gan

code for the paper "Improved Techniques for Training GANs"

jasper2

Full-featured Jekyll port of Ghost's default theme Casper v2 👻

jupyterlab

JupyterLab computational environment.

local-loss

PyTorch code for training neural networks without global back-propagation

Numerical-Methods-II

Notes on Molecular Dynamics numerical methods

PAS-IPython-notebooks

Physics, Algorithms and Statistics homeworks

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-cheatsheet

Pytorch Cheatsheet

pytorch-cifar

95.16% on CIFAR10 with PyTorch

sequential-imagenet-dataloader

A plug-in replacement for DataLoader to load ImageNet disk-sequentially in PyTorch.

tensorflow-white-paper-notes

Annotated notes and summaries of the TensorFlow white paper, along with SVG figures and links to documentation

Torch7-profiling

State Of The Art deep neural network models

tutorials

wide-residual-networks

3.8% and 18.3% on CIFAR-10 and CIFAR-100