nd1511

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

Theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

adanet

Fast and flexible AutoML with learning guarantees.

edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

ignite

High-level library to help with training neural networks in PyTorch

SincNet

SincNet is a neural architecture for efficiently processing raw audio samples.

blocks

A Theano framework for building and training neural networks

fastai

The fastai deep learning library, plus lessons and and tutorials

graph_nets

Build Graph Nets in Tensorflow

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

PConv-Keras

Keras implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions"

practice-python

Part of my daily plan for studying Python.

pyannote-audio

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, speaker embedding

pygcn

Graph Convolutional Networks in PyTorch

PySurfer

Cortical neuroimaging visualization in Python

pytorch2keras

Pytorch to Keras model convertor

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch)

tensorpack

A Neural Net Training Interface on TensorFlow

trellisnet

Trellis Networks for Sequence Modeling

trfl

TensorFlow Reinforcement Learning

tutorials-1

Caffe2 Tutorials

CNTK

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

Deep-Learning

DeepSpeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

examples

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

keras-rl

Deep Reinforcement Learning for Keras.

mmdetection

Open MMLab Detection Toolbox

modeling-nonlinear

Audio examples for the paper 'Modeling of nonlinear audio effects with end-to-end deep neural networks'

pytorch_sparse

PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations