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The Top 23 Deep Learning Research Open Source Projects

Open source projects categorized as Deep Learning Research
Categories > Machine Learning > Deep Learning
Airsim ⭐ 15,783
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
dependent packages 2total releases 14most recent commit 2 months agopypi airsim} Downloads
Qlib ⭐ 13,295
Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.
dependent packages 1total releases 32most recent commit 3 months agopypi pyqlib} Downloads
Pix2code ⭐ 11,743
pix2code: Generating Code from a Graphical User Interface Screenshot
most recent commit 7 months ago
Carla ⭐ 10,122
Open-source simulator for autonomous driving research.
dependent packages 4total releases 7most recent commit 3 months agopypi carla} Downloads
Kaolin ⭐ 4,038
A PyTorch Library for Accelerating 3D Deep Learning Research
total releases 3most recent commit 4 months ago
Fedml ⭐ 3,946
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, FEDML Nexus AI (https://nexus.fedml.ai) is the dedicated cloud service for generative AI
dependent packages 1total releases 342most recent commit 3 months agopypi fedml} Downloads
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 9 months agopypi catalyst} Downloads
Best_ai_papers_2021 ⭐ 2,899
A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.
most recent commit 6 months ago
Scenic ⭐ 2,733
Scenic: A Jax Library for Computer Vision Research and Beyond
most recent commit 3 months ago
Awesome Deep Learning Music ⭐ 2,650
List of articles related to deep learning applied to music
most recent commit 4 months ago
Openbot ⭐ 2,591
OpenBot leverages smartphones as brains for low-cost robots. We have designed a small electric vehicle that costs about $50 and serves as a robot body. Our software stack for Android smartphones supports advanced robotics workloads such as person following and real-time autonomous navigation.
most recent commit 3 months ago
Annotated_research_papers ⭐ 2,565
This repo contains annotated research papers that I found really good and useful
most recent commit 3 months ago
Awesome Community Detection ⭐ 2,232
A curated list of community detection research papers with implementations.
most recent commit 4 months ago
Habitat Lab ⭐ 1,670
A modular high-level library to train embodied AI agents across a variety of tasks and environments.
most recent commit 22 days ago
Avalanche ⭐ 1,583
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
dependent packages 1total releases 6most recent commit 3 months agopypi avalanche-lib} Downloads
Research ⭐ 1,550
novel deep learning research works with PaddlePaddle
most recent commit a year ago
Requests For Research ⭐ 1,522
A living collection of deep learning problems
most recent commit 3 years ago
Magent ⭐ 1,502
A Platform for Many-agent Reinforcement Learning
most recent commit a year ago
Awesome Federated Machine Learning ⭐ 1,425
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
most recent commit 3 months ago
Hyperlearn ⭐ 1,387
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
most recent commit 2 years ago
Torchgan ⭐ 1,218
Research Framework for easy and efficient training of GANs based on Pytorch
total releases 7most recent commit 2 years ago
Capsgnn ⭐ 1,180
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
most recent commit a year ago
Niftynet ⭐ 1,170
[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
most recent commit 4 years ago
The 10 Most Depended On Deep Learning Research Open Source Projects
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 9 months agopypi catalyst} Downloads
Asreview ⭐ 525
Active learning for systematic reviews
dependent packages 10total releases 110latest release November 29, 2023most recent commit 3 months agopypi asreview} Downloads
Orion ⭐ 272
Asynchronous Distributed Hyperparameter Optimization.
dependent packages 4total releases 20latest release August 22, 2022most recent commit 4 months agopypi orion} Downloads
Carla ⭐ 10,122
Open-source simulator for autonomous driving research.
dependent packages 4total releases 7latest release November 14, 2023most recent commit 3 months agopypi carla} Downloads
Bittensor ⭐ 596
Internet-scale Neural Networks
dependent packages 3total releases 72latest release December 01, 2023most recent commit 3 months agopypi bittensor} Downloads
Codestyle ⭐ 7
dependent packages 2total releases 12latest release September 17, 2021most recent commit 3 years agopypi catalyst-codestyle} Downloads
Airsim ⭐ 15,783
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
dependent packages 2total releases 14latest release September 20, 2022most recent commit 2 months agopypi airsim} Downloads
Caer ⭐ 691
High-performance Vision library in Python. Scale your research, not boilerplate.
dependent packages 2total releases 119latest release October 13, 2021most recent commit a year agopypi caer} Downloads
The 10 Latest Releases In Deep Learning Research Open Source Projects
Bittensor ⭐ 596
Internet-scale Neural Networks
dependent packages 3total releases 72latest release December 01, 2023most recent commit 3 months agopypi bittensor} Downloads
Asreview ⭐ 525
Active learning for systematic reviews
dependent packages 10total releases 110latest release November 29, 2023most recent commit 3 months agopypi asreview} Downloads
Carla ⭐ 10,122
Open-source simulator for autonomous driving research.
dependent packages 4total releases 7latest release November 14, 2023most recent commit 3 months agopypi carla} Downloads
Archai ⭐ 428
Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
total releases 9latest release September 15, 2023most recent commit 7 months ago
Embodied ⭐ 53
Fast reinforcement learning research
total releases 4latest release August 30, 2023most recent commit 6 months ago
Avalanche ⭐ 1,583
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
dependent packages 1total releases 6latest release July 28, 2023most recent commit 3 months agopypi avalanche-lib} Downloads
Allenact ⭐ 288
An open source framework for research in Embodied-AI from AI2.
total releases 15latest release May 30, 2023most recent commit 3 months ago
Pathml ⭐ 341
Tools for computational pathology
total releases 15latest release May 30, 2023most recent commit 3 months ago
Popular Machine Learning Categories
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