Torch

[Web]Lua

A deep learning tool for upscaling and denoising anime-style images and photos using convolutional neural networks.

Face recognition with Google's FaceNet deep neural network.Lua

A free and open-source face recognition library using deep neural networks for research and applications.

NeuralTalkJupyter Notebook

Efficient image captioning code in Torch, using a CNN-RNN model to generate captions for images, optimized for GPU training.

SuperDuperDBPython

An end-to-end framework for building custom AI applications and agents directly integrated with databases.

Nvidia DIGITS - a web app based on CaffeHTML

A web application for training deep learning models with a focus on computer vision tasks.

The original code from the DeepMind article + tweaksLua

Original DeepMind DQN 3.0 implementation for Atari game reinforcement learning, with community tweaks.

nnLua

A modular neural network package for Torch providing building blocks for creating and training deep learning models.

Torchnet - Torch based Deep Learning LibraryLua

A modular framework for Torch providing abstractions for datasets, engines, meters, and logs to encourage code re-use.

Awesome-Torch (Repository on GitHub)

A curated list of awesome Torch tutorials, projects, libraries, and communities for deep learning.

autogradLua

Autograd automatically differentiates native Torch code, enabling automatic gradient computation for machine learning models.

Torch code for Visual Question Answering using a CNN+LSTM modelLua

A Torch implementation of a VIS+LSTM model for answering questions about images using deep learning.

Torch7Python

Convert Torch7 neural network models to Apple CoreML format for deployment on iOS/macOS devices.

TeleprompterPython

An on-device AI teleprompter that listens to your conversations and suggests charismatic quotes in real-time.

nngraphLua

A Torch package for creating and visualizing complex neural network architectures using graph-based computation.

captcha.irctcLua

A deep learning model that reads IRCTC captchas with 98% accuracy, demonstrating their vulnerability to automated booking.

cunnCuda

CUDA backend implementation for Torch's neural network package, enabling GPU acceleration for deep learning models.

optimLua

A collection of optimization algorithms and logging utilities for Torch machine learning models.

cephesC

A Torch wrapper for the Cephes mathematical functions library, providing special mathematical functions for scientific computing.

graphLua

A graphical computation package for Torch that enables graph-based operations and visualization.

Training a Convnet for the Galaxy-Zoo Kaggle challenge(CUDA demo)Lua

A convolutional neural network solution for the GalaxyZoo galaxy classification challenge, achieving 9th place with a score of 0.08246.

Learning Torch GitHub RepoLua

A personal learning repository for implementing neural networks and machine learning models using Torch in Lua.

Neural-WikipedianC++

A neural network system that generates English Wikipedia-style biographies from Semantic Web triples using encoder-decoder models.

saliencyLua

A Torch library for computing saliency maps and interest points using fast integral histograms based on Kadir 2004.

kernel smoothingLua

Implementation of kernel smoothers (KNN, kernel-weighted average, local linear regression) in Lua for statistical learning.