Soumith Chintala

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

A compact checklist of 17 practical tips for making GAN training stable, compiled from an NIPS 2016 presentation by ML researchers, best used as a debugging reference, not a beginner tutorial.

Easy benchmarking of all publicly accessible implementations of convnets

A torch implementation of http://arxiv.org/abs/1511.06434

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Torch-7 FFI bindings for NVIDIA CuDNN

an imagenet example in torch.

Torch-7 for Android

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Implementation of http://arxiv.org/abs/1511.05641 that lets one build a larger net starting from a smaller one.

some old code that i wrote, might be useful to others

Module for torch to support audio i/o as well as do common operations like dFFT, generate spectrograms etc.

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A lightweight Lua-based IDE for Lua with code completion, syntax highlighting, live coding, remote debugger, and code analyzer

Torch port of https://github.com/google/inception

nyu-cv-fall-2017 assignment 3

Signal processing toolbox for Torch 7

Torch7 bindings for cuda-convnet2 kernels!

A LuaJIT FFI interface to MATIO and simple bindings for torch

Entry for GalaxyZoo challenge

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tiny and basic chess engine for lua. Port of https://github.com/thomasahle/sunfish

A hello-world for torch packages

Nervana Neon kernels in Torch

A starter kit in Torch for Kaggle Diabetic Retinopathy Detection

Demo of running NNs across different frameworks

A page describing how to ship torch binaries without sharing the source code of your scripts.

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

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Based on SciPy's normalized git stats, adapted for Deep Learning frameworks

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nodejs bindings for libTH (tensor library that powers torch). for fun!

A convenient package for the lazy torch programmer to leave all your :cuda() calls as-is when running on CPU

Deep Learning Examples

hacking torch-like neural networks in Julia

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Dockerfile to create an image for Torch7

Demonstration of using Caffe2 inside an Android application.

This repository contains all the material for the MLTrain NIPS workshop

A quick page for everything Torch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

Tool to search all arxiv data for keywords

A mix of GAN implementations including progressive growing

U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI

A LuaJIT FFI interface to FFTW3

The website for PyTorch

Tree LSTM implementation in PyTorch

Doom-based AI Research Platform for Reinforcement Learning from Raw Visual Information.

Tensors and Dynamic neural networks in Python with strong GPU acceleration

PyRobot: An Open Source Robotics Research Platform

A reinforcement learning toolkit for compiler optimizations

Efficient Image Captioning code in Torch, runs on GPU

Efficient GPU kernels for block-sparse matrix multiplication and convolution

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Torch7 for iOS.

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visualizing what ConvNets learn with camera

iTorch notebooks

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A native PyTorch Library for large model training

Self-contained statically linked zeromq bindings for lua

TensorLy: Tensor Learning in Python.

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A library for efficient similarity search and clustering of dense vectors.

Face recognition with deep neural networks.

Facebook libraries and utilities for Lua

Modules for spatial transformer networks (BHWD layout)

Easy-to-use glTF 2.0-compliant OpenGL renderer for visualization of 3D scenes.

Nervana GPU library

Autograd automatically differentiates native Torch code. Ported to Lua from the original Python version.

TH++, C++ interface to the torch7 TH library

Reconstructing Pooling Networks

A very simple camera interface (frame grabber) for Torch7.

deep extensions to nn

Efficient, reusable RNNs and LSTMs for torch

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Scripts to setup a GPU / CUDA enabled compute server with libraries for deep learning

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Uptime monitor for the Tinker API

Tacotron 2 - PyTorch implementation with faster-than-realtime inference

Framework for Algorithmic Correctness Testing of Operators

Collective communications library with various primitives for multi-machine training.

Open source software library for numerical computation using data flow graphs.

A set of primitives for parallel computation in Torch

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Beautiful static documentation for your API

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

A conda-smithy repository for sox.

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Yet another Sentiment analyzer. This one uses convolution networks.

Python docstring to markdown converter [very lightweight and specialized for personal usage]

Deal or No Deal? End-to-End Learning for Negotiation Dialogues

Training Very Deep Neural Networks Without Skip-Connections

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some depreceated, ugly and old modules

Torch interface to HDF5 library

A RL package for Torch that can also be used with openai gym

bindings to some parts of opencv to lua+torch

Turbo is a framework built for LuaJIT 2 to simplify the task of building fast and scalable network applications. It uses a event-driven, non-blocking, no thread design to deliver excellent performance and minimal footprint to high-load applications while also providing excellent support for embedded uses.

An attempt on the Stanford Housenumbers dataset

wtf

gentle forced aligner

Automatically-Tuned Input-Aware implementations of HPC/DNN primitives

A conda-smithy repository for libmad.

A Thrift codec for Torch

Pyro 4.x - Python remote objects

Simple, secure & standards compliant web server for the most demanding of applications

ROS-related code for the Stretch RE1 mobile manipulator from Hello Robot Inc.

Install scripts to setup a Stretch RE1

WebRTC and ORTC implementation for Python using asyncio

Python packages to interact with the Stretch RE1 hardware

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OverFeat-Torch7 Wrapper Library

A very naive and simple benchmark between dlib and pytorch in terms of space and time

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A conda-smithy repository for ffmpeg.

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Library for fast text representation and classification.

A torch7 package to do differentiation and integration over arbitrary Tensors, using a variety of methods.

Deep Convolutional Generative Adversarial Networks

torchunit

Dense image captioning in Torch

92.45% on CIFAR-10 in Torch

FFI package for Lua 5.1 and Lua 5.2

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Experimental cuda nn package

Scripts to generate a dataset with static frames from the Arcade Learning Environment

Torch wrappers for https://github.com/anteagle/GPU_BADMM_MT

Graph Computation for nn

Lightweight browser-based display server

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Torch test module

A terminal for your browser, using node/express/socket.io

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A collection of machine learning datasets for use with Torch7.

Torch's web page.

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A graphics backend for the browser (with a Torch7 client).

a modern persistent remote shell + windowing server

chexyness

eblearn matlab wrapper using libmatio

SimString

Bindings to forkpty(3) for node.js.

MessagePack implementation for C and C++ / msgpack.org[C/C++]

ZeroMQ core engine in C++

Facebook's branch of Apache Thrift, including a new C++ server.

A simple package to load lush matrices as torch Tensors.

A minimal set of XML processing function in Lua, with simple mapping between XML and Lua tables

Bare libuv bindings for lua

Online Lua REPL with Torch support.

A modern and easy-to-use crypto library.

A package to read and write CSV. Provides high-level database-like handlers.

Lua binding to ZeroMQ

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An extension to Torch7's nn package.

LMDB for Torch

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The Arcade Learning Environment (ALE) -- a platform for AI research.

An async framework for Lua/Torch.

High-level C binding for ØMQ

A CUDA backend for Torch7