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hypertools

A Python toolbox for gaining geometric insights into high-dimensional data

imgclsmob

Sandbox for training convolutional networks for computer vision

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

julia

The Julia Language: A fresh approach to technical computing.

keras

Deep Learning for humans

keras-contrib

Keras community contributions

keras-preprocessing

Utilities for working with image data, text data, and sequence data.

kinetics-i3d

Convolutional neural network model for video classification trained on the Kinetics dataset.

knet.jl

Koç University deep learning framework.

lapis

Codebase for Learnable preconditioning for Image Super-resolution with Disentangled Feature Representations.

learning-to-convolve

learning-to-learn

Learning to Learn in TensorFlow

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mc_gradients

mctorch

A manifold optimization library for deep learning

mdl-sdk

NVIDIA Material Definition Language SDK

meta-blocks

A modular toolbox for meta-learning research with a focus on speed and reproducibility.

meteozay.github.io

Mete Ozay

nntrainer

NNtrainer is Software Framework for Training Neural Network Models on Devices.

non-targeted-adversarial-attacks

A non-targeted adversarial attack method, which won the first place in NIPS 2017 non-targeted adversarial attacks competition

normalization18

Normalization Methods for Training Deep Neural Networks: Theory and Practice

pvae

code for "Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders".

pytext

A natural language modeling framework based on PyTorch

pythondotorg

Source code for python.org

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

pytorch_gan_zoo

A mix of GAN implementations including progressive growing

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

revisiting_single_depth_estimation

official implementation of "Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries"

sonnet

TensorFlow-based neural network library

spherical-cnn

Demo code for the paper "Learning SO(3) Equivariant Representations with Spherical CNNs"