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Research

85 projects

Showing 36 of 85 projects

TensorFlow Slim Models
TensorFlow Slim ModelsPython

A repository of state-of-the-art model implementations and examples built with TensorFlow, demonstrating best practices for research and production.

#distributed-training#sota-models#deep-learning
Stars77.6k
Forks44.8k
Last commit
ALX
ALXJupyter Notebook

A collection of research code and datasets released by Google Research under open licenses.

#ai#open-datasets#cc-by-4-0
Stars38.9k
Forks8.5k
Last commit2 days ago
Amortized Bayesian Optimization
Amortized Bayesian OptimizationJupyter Notebook

A collection of research code and datasets released by Google Research under open licenses.

#ai#open-datasets#cc-by-4-0
Stars38.9k
Forks8.5k
Last commit2 days ago
Caffe Model Zoo
Caffe Model ZooC++

A fast open framework for deep learning with a focus on expression, speed, and modularity.

#cuda#deep-learning#neural-networks
Stars34.6k
Forks18.4k
Last commit2 years ago
Pytorch Tutorial by Yunjey Choi
Pytorch Tutorial by Yunjey ChoiPython

A collection of concise PyTorch tutorials for deep learning researchers, with most models implemented in under 30 lines of code.

#deep-learning#neural-networks#pytorch-tutorial
Stars32.5k
Forks8.2k
Last commit
NLP-progress
NLP-progressPython

A community-driven repository tracking datasets and state-of-the-art results for common NLP tasks across multiple languages.

#machine-translation#academic#dialogue
Stars23.0k
Forks3.6k
Last commit2 years ago
Awesome NLP
Awesome NLP

A curated list of resources dedicated to Natural Language Processing (NLP), including libraries, datasets, tutorials, and research.

#ai#nlp-resources#text-analysis
Stars19.1k
Forks2.9k
Last commit4 days ago
GitHub repository
GitHub repositoryC++

Open-source simulator for drones and autonomous vehicles built on Unreal Engine and Unity, designed for AI research.

#robotics#px4#ai
Stars18.6k
Forks4.9k
Last commit1 month ago
GitHub repository
GitHub repositoryC++

An open-source simulator built on Unreal Engine for developing, training, and validating autonomous driving systems.

#robotics#research-tool#autonomous-driving
Stars14.5k
Forks4.7k
Last commit2 days ago
Fashion-MNIST
Fashion-MNISTPython

A drop-in replacement for the MNIST dataset, featuring 70,000 Zalando fashion article images for benchmarking machine learning algorithms.

#zalando#deep-learning#neural-networks
Stars12.9k
Forks3.1k
Last commit4 years ago
cleanrl
cleanrlPython

A deep reinforcement learning library offering high-quality, single-file implementations of algorithms like PPO, DQN, and SAC for research and education.

#algorithm-implementation#jax#ale
Stars10.6k
Forks1.2k
Last commit6 months ago
Sonnet - a library for constructing neural networks by Google's DeepMind
Sonnet - a library for constructing neural networks by Google's DeepMindPython

A TensorFlow 2 library providing simple, composable abstractions for machine learning research via the snt.Module concept.

#module-system#distributed-training#deep-learning
Stars10.0k
Forks1.3k
Last commit
Local Deep Research
Local Deep ResearchPython

An AI-powered research assistant that performs deep, agentic research using multiple LLMs and search engines with full local deployment and encryption.

#research-tool#local#academia
Stars9.2k
Forks853
Last commit1 day ago
Trax
TraxPython

An end-to-end deep learning library focused on clear code, speed, and research, built by Google Brain.

#transformer#model-training#jax
Stars8.3k
Forks818
Last commit1 year ago
Reformer
ReformerPython

An end-to-end deep learning library focused on clear code and speed, used for research and production by Google Brain.

#transformer#model-training#jax
Stars8.3k
Forks818
Last commit1 year ago
Flax
FlaxJupyter Notebook

A neural network library for JAX designed for flexibility, enabling researchers to experiment with new training forms by modifying training loops.

#model-training#jax#flexible-api
Stars7.3k
Forks848
Last commit5 days ago
Flax NNX
Flax NNXJupyter Notebook

A neural network library for JAX designed for flexibility, enabling researchers to experiment with new training forms by modifying training loops.

#model-training#jax#flexible-api
Stars7.3k
Forks848
Last commit5 days ago
Awesome robotics
Awesome robotics

A curated list of robotics resources including courses, books, software, conferences, journals, competitions, and companies.

#robotics#simulation#open-source
Stars7.2k
Forks1.1k
Last commit2 years ago
Awesome Robotics
Awesome Robotics

A curated list of robotics resources including courses, books, software, conferences, journals, competitions, and companies.

#robotics#simulation#education
Stars7.2k
Forks1.1k
Last commit2 years ago
deap
deapPython

A Python framework for rapid prototyping and testing of evolutionary algorithms, including genetic algorithms, genetic programming, and evolution strategies.

#parallel-computing#genetic-algorithms#cma-es
Stars6.5k
Forks1.2k
Last commit6 months ago
nlp-datasets
nlp-datasets

An alphabetical list of free and public domain text datasets for Natural Language Processing (NLP) tasks.

#data-curation#nlp-resources#multilingual
Stars6.0k
Forks979
Last commit3 years ago
Graph Based Deep Learning Literature
Graph Based Deep Learning LiteratureJupyter Notebook

A curated collection of links to conference publications, surveys, and software in graph-based deep learning.

#graph-neural-networks#literature-review#graph
Stars5.1k
Forks781
Last commit
Acme
AcmePython

A research framework for reinforcement learning providing modular building blocks and reference agent implementations.

#distributed-rl#jax#python-library
Stars4.1k
Forks552
Last commit5 days ago
Scenic
ScenicPython

A JAX library for rapid prototyping of large-scale attention-based vision models across images, video, audio, and multimodal data.

#attention#model-training#jax
Stars3.8k
Forks482
Last commit19 days ago
StarWars.iOS
StarWars.iOSSwift

A Swift library that implements a Star Wars-style transition animation to crumble view controllers into tiny pieces.

#view-controller-transitions#transition-animation#ios
Stars3.8k
Forks355
Last commit4 years ago
BoTorch
BoTorchJupyter Notebook

A modular library for Bayesian optimization built on PyTorch, enabling efficient optimization of expensive black-box functions.

#probabilistic-models#bayesian-optimization#gpu-acceleration
Stars3.6k
Forks507
Last commit1 day ago
waymo-open-dataset
waymo-open-datasetPython

A collection of autonomous driving datasets and evaluation code for advancing machine perception and self-driving research.

#autonomous-driving#ai#machine-perception
Stars3.4k
Forks701
Last commit
Catalyst: High-level utils for PyTorch DL & RL research. It was developed with a focus on reproducibility, fast experimentation and code/ideas reusing
Catalyst: High-level utils for PyTorch DL & RL research. It was developed with a focus on reproducibility, fast experimentation and code/ideas reusingPython

A PyTorch framework for deep learning research and development, focusing on reproducibility and rapid experimentation.

#model-training#deep-learning#automl
Stars3.4k
Forks397
Last commit
Theseus
TheseusRust

A modern operating system written in Rust that explores intralingual design, shifting OS responsibilities like resource management into the compiler.

#systems-programming#os-research#embedded-systems
Stars3.2k
Forks186
Last commit2 years ago
Awesome OCR
Awesome OCR

A curated list of awesome open-source OCR software, libraries, datasets, and literature.

#text-extraction#open-source#historical-documents
Stars3.1k
Forks385
Last commit2 years ago
Research Tools
Research Tools

A curated list of tools and resources for researchers, covering organization, writing, publishing, data analysis, and academic workflows.

#research-tool#academic-workflow#productivity
Stars2.8k
Forks280
Last commit5 months ago
scryer-prolog
scryer-prologRust

A modern ISO Prolog implementation written in Rust, aiming to be an industrial-strength production environment and research testbed.

#compiler#webassembly#prolog-interpreter
Stars2.5k
Forks167
Last commit28 days ago
Optax
OptaxPython

A gradient processing and optimization library for JAX, designed for research with composable building blocks.

#gradient-processing#jax#deep-learning
Stars2.4k
Forks378
Last commit8 days ago
Morphogenesis
Morphogenesis

A curated collection of resources on digital morphogenesis, covering growth algorithms, math/physics topics, and code patterns for generative form creation.

#generative-art#procedural-generation#simulation
Stars2.3k
Forks123
Last commit2 days ago
Officer CIA's Ultimate DeFi Research Base
Officer CIA's Ultimate DeFi Research Base

A curated collection of DeFi and blockchain research papers, tools, and security resources for developers and researchers.

#web3-development#blockchain-technology#security-analysis
Stars2.2k
Forks257
Last commit7 months ago
Awesome SLAM datasets
Awesome SLAM datasets

A curated collection of datasets for Simultaneous Localization and Mapping (SLAM) research, categorized by topic, platform, and environment.

#robotics#autonomous-vehicles#localization
Stars1.9k
Forks348
Last commit1 year ago
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