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337 open source projects by facebookresearch

1. Pytorch Biggraph
Generate embeddings from large-scale graph-structured data.
✭ 2,966
pythonC++
2. Muse
A library for Multilingual Unsupervised or Supervised word Embeddings
3. Domainbed
DomainBed is a suite to test domain generalization algorithms
✭ 250
python
4. Embodiedqa
Train embodied agents that can answer questions in environments
✭ 250
python
5. Dlrm
An implementation of a deep learning recommendation model (DLRM)
6. Grounded Video Description
Video Grounding and Captioning
✭ 232
python
7. Asynchronousratchetingtree
On Ends-to-Ends Encryption: Asynchronous Group Messaging with Strong Security Guarantees
✭ 226
java
8. Unlikelihood training
Neural Text Generation with Unlikelihood Training
✭ 224
python
9. Neuralvolumes
Training and Evaluation Code for Neural Volumes
✭ 216
python
10. Deepercluster
Implements the unsupervised pre-training of convolutional neural networks
✭ 213
python
11. Xlm
PyTorch original implementation of Cross-lingual Language Model Pretraining.
12. Mlqa
New dataset
✭ 207
python
13. Qmnist
The QMNIST dataset
✭ 202
python
14. Eli5
Scripts and links to recreate the ELI5 dataset.
✭ 202
python
15. Invariantriskminimization
PyTorch code to run synthetic experiments.
✭ 200
python
16. Videopose3d
Efficient 3D human pose estimation in video using 2D keypoint trajectories
✭ 2,694
pythonmatlab
17. Many To Many Dijkstra
A predictive model developed to identify medium-voltage electrical distribution grid infrastructure using publicly available data sources.
✭ 190
python
18. Empatheticdialogues
Dialogue model that produces empathetic responses when trained on the EmpatheticDialogues dataset.
✭ 187
python
19. Semi Supervised Imagenet1k Models
Semi-supervised ImageNet1K models
✭ 189
python
20. Multigrain
Code for "MultiGrain: a unified image embedding for classes and instances"
✭ 187
python
21. Faiss
A library for efficient similarity search and clustering of dense vectors.
22. Darkforestgo
DarkForest, the Facebook Go engine.
✭ 2,111
cluaC++
23. Randsent
Exploring Random Encoders for Sentence Classification
✭ 183
python
24. Rlstructures
RLStructures is a library to facilitate the implementation of new reinforcement learning algorithms. It includes a library, a tutorial, and different RL algorithms provided as examples.
✭ 182
python
25. Infersent
InferSent sentence embeddings
26. Covost
CoVoST: A Large-Scale Multilingual Speech-To-Text Translation Corpus (CC0 Licensed)
✭ 180
python
27. Egg
EGG: Emergence of lanGuage in Games
28. Unsupervisedqa
Unsupervised Question answering via Cloze Translation
✭ 178
python
29. Libri Light
dataset for lightly supervised training using the librivox audio book recordings. https://librivox.org/.
✭ 177
python
30. Hiplot
HiPlot makes understanding high dimensional data easy
31. Anli
Adversarial Natural Language Inference Benchmark
✭ 173
python
33. Cparser
A compact C preprocessor and declaration parser written in pure Lua
✭ 170
lua
34. Kbc
Tools for state of the art Knowledge Base Completion.
✭ 170
python
35. Moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
✭ 2,830
python
36. Demucs
Code for the paper Hybrid Spectrogram and Waveform Source Separation
37. Glore
Global Reasoning module for visual recognition
✭ 169
python
38. Cpc audio
An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.
✭ 166
python
39. Lamcts
The release codes of LA-MCTS with its application to Neural Architecture Search.
✭ 166
python
40. Genre
Autoregressive Entity Retrieval
✭ 164
python
41. Pyrobot
PyRobot: An Open Source Robotics Research Platform
42. Adversarial Continual Learning
Implementation for the paper "Adversarial Continual Learning" in PyTorch.
✭ 156
python
43. Py2bpf
A python to bpf (Berkeley Packet Filter bytecode) converter
✭ 156
python
44. Hgnn
Hyperbolic Graph Neural Networks
✭ 156
python
45. Ar Depth
Fast Depth Densification for Occlusion-Aware Augmented Reality
46. Habitat Challenge
Code for the habitat challenge
✭ 150
python
47. Flores
Facebook Low Resource (FLoRes) MT Benchmark
✭ 149
python
48. Mask Predict
A masked language modeling objective to train a model to predict any subset of the target words, conditioned on both the input text and a partially masked target translation.
✭ 150
python
49. Grid Feats Vqa
Grid features pre-training code for visual question answering
✭ 147
python
50. Resnext
Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks
✭ 1,812
lua
1-50 of 337 user projects