Stars
Using vision-language models to decode natural image perception from non-invasive brain recordings.
This repo contains all the shared information and repositories necessary for the collaboration of the experiment.
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Data for Automatic Keyphrase Extraction Task
Reformer, the efficient Transformer, in Pytorch
Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
The 3rd edition of course.fast.ai
Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP
Procgen Benchmark: Procedurally-Generated Game-Like Gym-Environments
Python package built to ease deep learning on graph, on top of existing DL frameworks.
NQL Toolkit: Query data using the NQL Language
A Ngram based convolution neural network for graph objects classification
Learning embeddings for classification, retrieval and ranking.
PyTorch original implementation of Cross-lingual Language Model Pretraining.
Speech Recognition model based off of FAIR research paper built using Pytorch.
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
Single Headed Attention RNN - "Stop thinking with your head"
Production infrastructure for machine learning at scale
Learn Unity ML-Agents - Fundamentals of Unity Machine Learning, published by Packt
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
Code for paper title "Learning Semantic Sentence Embeddings using Pair-wise Discriminator" COLING-2018
The Schema-Guided Dialogue Dataset
State-of-the-Art Text Embeddings