Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by facebookresearch
A curated list of projects in awesome lists by facebookresearch .
https://github.com/facebookresearch/dietgpu
GPU implementation of a fast generalized ANS (asymmetric numeral system) entropy encoder and decoder, with extensions for lossless compression of numerical and other data types in HPC/ML applications.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/nerf-det
[ICCV 2023] Code for NeRF-Det: Learning Geometry-Aware Volumetric Representation for Multi-View 3D Object Detection
Last synced: 06 Nov 2024
https://github.com/facebookresearch/egg
EGG: Emergence of lanGuage in Games
Last synced: 06 Nov 2024
https://github.com/facebookresearch/luckmatters
Understanding Training Dynamics of Deep ReLU Networks
Last synced: 13 Nov 2024
https://github.com/facebookresearch/dora
Dora is an experiment management framework. It expresses grid searches as pure python files as part of your repo. It identifies experiments with a unique hash signature. Scale up to hundreds of experiments without losing your sanity.
Last synced: 13 Nov 2024
https://github.com/facebookresearch/IMGUR5K-Handwriting-Dataset
IMGUR5K handwriting set. It is a handwritten in-the-wild dataset, which contains challenging real world handwritten samples from different writers.The dataset is shared as a set of image urls with annotations. This code downloads the images and verifies the hash to the image to avoid data contamination.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/NeRF-Det
[ICCV 2023] Code for NeRF-Det: Learning Geometry-Aware Volumetric Representation for Multi-View 3D Object Detection
Last synced: 28 Oct 2024
https://github.com/facebookresearch/beanmachine
A library that allows for inference on probabilistic models
Last synced: 05 Aug 2024
https://github.com/facebookresearch/nocturne
A data-driven, fast driving simulator for multi-agent coordination under partial observability.
Last synced: 13 Nov 2024
https://github.com/facebookresearch/asynchronousratchetingtree
On Ends-to-Ends Encryption: Asynchronous Group Messaging with Strong Security Guarantees
Last synced: 04 Aug 2024
https://github.com/facebookresearch/dpr-scale
Scalable training for dense retrieval models.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/lightplane
Lightplane implements a highly memory-efficient differentiable radiance field renderer, and a module for unprojecting features from images to 3D grids.
Last synced: 13 Nov 2024
https://github.com/facebookresearch/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.
Last synced: 05 Nov 2024
https://github.com/facebookresearch/distributed-faiss
A library for building and serving multi-node distributed faiss indices.
Last synced: 02 Nov 2024
https://github.com/facebookresearch/llm-qat
Code repo for the paper "LLM-QAT Data-Free Quantization Aware Training for Large Language Models"
Last synced: 13 Nov 2024
https://github.com/facebookresearch/mae_st
Official Open Source code for "Masked Autoencoders As Spatiotemporal Learners"
Last synced: 06 Nov 2024
https://github.com/facebookresearch/HolisticTraceAnalysis
A library to analyze PyTorch traces.
Last synced: 04 Nov 2024
https://github.com/facebookresearch/holistictraceanalysis
A library to analyze PyTorch traces.
Last synced: 13 Nov 2024
https://github.com/facebookresearch/kbc
Tools for state of the art Knowledge Base Completion.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/flsim
Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such as vision and text.
Last synced: 13 Nov 2024
https://github.com/facebookresearch/FLSim
Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such as vision and text.
Last synced: 12 Nov 2024
https://github.com/facebookresearch/DeeperCluster
Implements the unsupervised pre-training of convolutional neural networks
Last synced: 05 Aug 2024
https://github.com/facebookresearch/paco
This repo contains documentation and code needed to use PACO dataset: data loaders and training and evaluation scripts for objects, parts, and attributes prediction models, query evaluation scripts, and visualization notebooks.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/stopes
A library for preparing data for machine translation research (monolingual preprocessing, bitext mining, etc.) built by the FAIR NLLB team.
dataset dataset-generation machine-learning machine-translation machine-translation-data-processing nmt translation
Last synced: 06 Nov 2024
https://github.com/facebookresearch/MetaICL
An original implementation of "MetaICL Learning to Learn In Context" by Sewon Min, Mike Lewis, Luke Zettlemoyer and Hannaneh Hajishirzi
Last synced: 03 Aug 2024
https://github.com/facebookresearch/mmbt
Supervised Multimodal Bitransformers for Classifying Images and Text
Last synced: 09 Nov 2024
https://github.com/facebookresearch/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.
Last synced: 04 Nov 2024
https://github.com/facebookresearch/moviegenbench
Movie Gen Bench - two media generation evaluation benchmarks released with Meta Movie Gen
Last synced: 06 Nov 2024
https://github.com/facebookresearch/PyTouch
PyTouch is a machine learning library for tactile touch sensing.
Last synced: 11 Nov 2024
https://github.com/facebookresearch/open-eqa
OpenEQA Embodied Question Answering in the Era of Foundation Models
Last synced: 13 Nov 2024
https://github.com/facebookresearch/many-to-many-dijkstra
A predictive model developed to identify medium-voltage electrical distribution grid infrastructure using publicly available data sources.
Last synced: 12 Nov 2024
https://github.com/facebookresearch/amortized-optimization-tutorial
Tutorial on amortized optimization for learning to optimize over continuous domains
Last synced: 07 Aug 2024
https://github.com/facebookresearch/agrol
Code release for "Avatars Grow Legs Generating Smooth Human Motion from Sparse Tracking Inputs with Diffusion Model", CVPR 2023
Last synced: 06 Nov 2024
https://github.com/facebookresearch/Motionformer
Code + pre-trained models for the paper Keeping Your Eye on the Ball Trajectory Attention in Video Transformers
Last synced: 08 Aug 2024
https://github.com/facebookresearch/AR-Depth
Fast Depth Densification for Occlusion-Aware Augmented Reality
Last synced: 02 Nov 2024
https://github.com/facebookresearch/pug
This is the repository for the Photorealistic Unreal Graphics (PUG) datasets for representation learning.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/ContrastiveSceneContexts
Code for CVPR 2021 oral paper "Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts"
Last synced: 04 Aug 2024
https://github.com/facebookresearch/robust-dynrf
An algorithm for reconstructing the radiance field of a dynamic scene from a casually-captured video.
Last synced: 07 Nov 2024
https://github.com/facebookresearch/distdepth
Repository for "Toward Practical Monocular Indoor Depth Estimation" (CVPR 2022)
Last synced: 06 Nov 2024
https://github.com/facebookresearch/vocoder-benchmark
A repository for benchmarking neural vocoders by their quality and speed.
Last synced: 13 Nov 2024
https://github.com/facebookresearch/private-id
A collection of algorithms that can do join between two parties while preserving the privacy of keys on which the join happens
Last synced: 13 Nov 2024
https://github.com/facebookresearch/seal_ogb
An open-source implementation of SEAL for link prediction in open graph benchmark (OGB) datasets.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/ad-library-api-script-repository
GitHub repository of commonly used python scripts that allows everyone to pull data via the Ad Library API
Last synced: 06 Nov 2024
https://github.com/facebookresearch/shepherd
This is the repo for the paper Shepherd -- A Critic for Language Model Generation
Last synced: 06 Nov 2024
https://github.com/facebookresearch/visualvoice
Audio-Visual Speech Separation with Cross-Modal Consistency
Last synced: 06 Nov 2024
https://github.com/facebookresearch/isc2021
Code for the Image similarity challenge.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/ffcv-ssl
FFCV-SSL Fast Forward Computer Vision for Self-Supervised Learning.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/responsiblenlp
Repository for research in the field of Responsible NLP at Meta.
Last synced: 13 Nov 2024
https://github.com/facebookresearch/ct2hair
This is the official implementation of CT2Hair High-fidelity 3D Hair Modeling Using Computed Tomography.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/swag
Official repository for "Revisiting Weakly Supervised Pre-Training of Visual Perception Models". https://arxiv.org/abs/2201.08371.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/HRViT
HRViT ("Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation"), CVPR 2022.
Last synced: 03 Aug 2024
https://github.com/facebookresearch/cpa
The Compositional Perturbation Autoencoder (CPA) is a deep generative framework to learn effects of perturbations at the single-cell level. CPA performs OOD predictions of unseen combinations of drugs, learns interpretable embeddings, estimates dose-response curves, and provides uncertainty estimates.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/SWAG
Official repository for "Revisiting Weakly Supervised Pre-Training of Visual Perception Models". https://arxiv.org/abs/2201.08371.
Last synced: 03 Aug 2024
https://github.com/facebookresearch/py2bpf
A python to bpf (Berkeley Packet Filter bytecode) converter
Last synced: 09 Nov 2024
https://github.com/facebookresearch/unibench
Python Library to evaluate VLM models' robustness across diverse benchmarks
Last synced: 13 Nov 2024
https://github.com/facebookresearch/interwild
Official PyTorch implementation of "Bringing Inputs to Shared Domains for 3D Interacting Hands Recovery in the Wild", CVPR 2023
Last synced: 13 Nov 2024
https://github.com/facebookresearch/digit-design
Design files for the DIGIT tactile sensor
Last synced: 13 Nov 2024
https://github.com/facebookresearch/labgraph
LabGraph is a Python framework for rapidly prototyping experimental systems for real-time streaming applications. It is particularly well-suited to real-time neuroscience, physiology and psychology experiments.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/dci
Densely Captioned Images (DCI) dataset repository.
Last synced: 13 Nov 2024
https://github.com/facebookresearch/MLDoc
A Corpus for Multilingual Document Classification in Eight Languages.
Last synced: 03 Aug 2024
https://facebookresearch.github.io/AVT/
Code release for ICCV 2021 paper "Anticipative Video Transformer"
Last synced: 15 Oct 2024
https://github.com/facebookresearch/hypernymysuite
Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora
Last synced: 04 Aug 2024
https://github.com/facebookresearch/mvfst-rl
An asynchronous RL platform for congestion control in QUIC transport protocol. https://arxiv.org/abs/1910.04054.
Last synced: 07 Aug 2024
https://github.com/facebookresearch/DCI
Densely Captioned Images (DCI) dataset repository.
Last synced: 04 Nov 2024
https://github.com/facebookresearch/scadiver
Project for the paper "A Scalable Approach to Control Diverse Behaviors for Physically Simulated Characters"
Last synced: 06 Nov 2024
https://github.com/facebookresearch/minimax
Efficient baselines for autocurricula in JAX.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/dynamic_stereo
[CVPR 2023] DynamicStereo: Consistent Dynamic Depth from Stereo Videos.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/tart
Code and model release for the paper "Task-aware Retrieval with Instructions" by Asai et al.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/transformer-sequential
Trains Transformer model variants. Data isn't shuffled between batches.
Last synced: 28 Sep 2024
https://github.com/facebookresearch/FBPCS
FBPCS (Facebook Private Computation Solutions) leverages secure multi-party computation (MPC) to output aggregated data without making unencrypted, readable data available to the other party or any third parties. Facebook provides impression & opportunity data, and the advertiser provides conversion / outcome data.
Last synced: 05 Nov 2024
https://github.com/facebookresearch/fbpcs
FBPCS (Facebook Private Computation Solutions) leverages secure multi-party computation (MPC) to output aggregated data without making unencrypted, readable data available to the other party or any third parties. Facebook provides impression & opportunity data, and the advertiser provides conversion / outcome data.
Last synced: 13 Nov 2024
https://github.com/facebookresearch/holo_diffusion
Code repository for the CVPR2023 publication "HoloDiffusion: Training a 3D diffusion model using 2D Images"
Last synced: 06 Nov 2024
https://github.com/facebookresearch/mtm
MTM Masked Trajectory Models for Prediction, Representation, and Control.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/fbpcf
Private computation framework library allows developers to perform randomized controlled trials, without leaking information about who participated or what action an individual took. It uses secure multiparty computation to guarantee this privacy. It is suitable for conducting A/B testing, or measuring advertising lift and learning the aggregate statistics without sharing information on the individual level.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/benchmarl
A collection of MARL benchmarks based on TorchRL
benchmark machine-learning marl multi-agent multi-agent-reinforcement-learning pytorch reinforcement-learning rl robotics torch
Last synced: 06 Nov 2024
https://github.com/facebookresearch/goliath
Goliath Dataset and Official PyTorch Implementation of RelightableHands, Relightable Gaussian Codec Avatars, and Driving-Signal Aware Full-Body Avatars.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/vip
Official repository for "VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training"
Last synced: 06 Nov 2024
https://github.com/facebookresearch/simmc
With the aim of building next generation virtual assistants that can handle multimodal inputs and perform multimodal actions, we introduce two new datasets (both in the virtual shopping domain), the annotation schema, the core technical tasks, and the baseline models. The code for the baselines and the datasets will be opensourced.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/denoised_mdp
Open source code for paper "Denoised MDPs: Learning World Models Better Than the World Itself"
Last synced: 06 Nov 2024
https://github.com/facebookresearch/shadow_gnn
NeurIPS 2021: Improve the GNN expressivity and scalability by decoupling the depth and receptive field of state-of-the-art GNN architectures
Last synced: 06 Nov 2024
https://github.com/facebookresearch/iopath
A python library that provides common I/O interface across different storage backends.
Last synced: 13 Nov 2024
https://github.com/facebookresearch/Hanabi_SPARTA
Research code implementing the search AI agent for Hanabi, as well as a web server so people can play against it
Last synced: 05 Nov 2024
https://github.com/facebookresearch/jacobian_regularizer
A pytorch implementation of our jacobian regularizer to encourage learning representations more robust to input perturbations.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/dcem
The Differentiable Cross-Entropy Method
Last synced: 06 Nov 2024
https://github.com/facebookresearch/impact-driven-exploration
impact-driven-exploration
Last synced: 06 Nov 2024
https://github.com/facebookresearch/param
PArametrized Recommendation and Ai Model benchmark is a repository for development of numerous uBenchmarks as well as end to end nets for evaluation of training and inference platforms.
Last synced: 13 Nov 2024
https://github.com/facebookresearch/Neural-Code-Search-Evaluation-Dataset
evaluation dataset consisting of natural language query and code snippet pairs
Last synced: 03 Aug 2024
https://github.com/facebookresearch/eyefultower
Official release of the Eyeful Tower dataset, a high-fidelity multi-view capture of 11 real-world scenes, from the paper “VR-NeRF High-Fidelity Virtualized Walkable Spaces” (Xu et al., SIGGRAPH Asia 2023).
Last synced: 06 Nov 2024
https://github.com/facebookresearch/unsuperviseddecomposition
PyTorch original implementation of "Unsupervised Question Decomposition for Question Answering"
Last synced: 06 Nov 2024
https://github.com/facebookresearch/dcd
Implementations of robust Dual Curriculum Design (DCD) algorithms for unsupervised environment design.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/spinquant
Code repo for the paper "SpinQuant LLM quantization with learned rotations"
Last synced: 06 Nov 2024
https://github.com/facebookresearch/motif
Intrinsic Motivation from Artificial Intelligence Feedback
Last synced: 06 Nov 2024
https://github.com/facebookresearch/ram
A framework to study AI models in Reasoning, Alignment, and use of Memory (RAM).
Last synced: 06 Nov 2024
https://github.com/facebookresearch/omnimatterf
A matting method that combines dynamic 2D foreground layers and a 3D background model.
Last synced: 06 Nov 2024
https://github.com/facebookresearch/dcperf
DCPerf benchmark suite for hyperscale cloud applications
Last synced: 06 Nov 2024
https://github.com/facebookresearch/diht
Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training
Last synced: 06 Nov 2024
https://github.com/facebookresearch/ridgesfm
Ridge SfM Structure from Motion via robust pairwise matching under depth uncertainty
Last synced: 06 Nov 2024