Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond

An Open-Source Package for Knowledge Embedding (KE)

🚀 Ready-to-run Prisma example projects

disentanglement_lib is an open-source library for research on learning disentangled representations.

Variational Autoencoder implemented with PyTorch, Trained over CelebA Dataset

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

Applying Logic Tensor Networks in Conceptual Spaces

A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

Build Graph Nets in Tensorflow

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

Deep Learning and Logical Reasoning from Data and Knowledge

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

Python programs, usually short, of considerable difficulty, to perfect particular skills.

This repository contains EmoBank, a large-scale text corpus manually annotated with emotion according to the psychological Valence-Arousal-Dominance scheme.

PyTorch Tutorial for Deep Learning Researchers

Deep Q Learning via Pytorch

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

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKT…

Public repository for the IEEE CIG text adventurer competition.

A data pipeline framework for machine learning

🐧 A list of awesome Linux softwares

Facebook AI Research Sequence-to-Sequence Toolkit

Reading Wikipedia to Answer Open-Domain Questions

Tensorflow implementations of Relational Networks and a VQA dataset named Sort-of-CLEVR proposed by DeepMind.

Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)