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The Top 23 Python Machine Learning Research Open Source Projects

Open source projects categorized as Python Machine Learning Research
Categories > Machine Learning > Machine Learning
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
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
Mlfinlab ⭐ 3,567
MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.
dependent packages 4total releases 55most recent commit 7 months agopypi mlfinlab} Downloads
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 10 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
Awesome Community Detection ⭐ 2,232
A curated list of community detection research papers with implementations.
most recent commit 4 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 3 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
Pyswarms ⭐ 1,154
A research toolkit for particle swarm optimization in Python
dependent packages 14total releases 20most recent commit 6 months agopypi pyswarms} Downloads
Qxresearch Event 1 ⭐ 748
Python hands on tutorial with 50+ Python Application (10 lines of code) @xiaowuc2
most recent commit 3 months ago
Pygame Learning Environment ⭐ 727
PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.
dependent packages 1total releases 1most recent commit 4 years agopypi ple} Downloads
Dreamerv2 ⭐ 700
Mastering Atari with Discrete World Models
total releases 23most recent commit a year ago
Caer ⭐ 691
High-performance Vision library in Python. Scale your research, not boilerplate.
dependent packages 2total releases 119most recent commit a year agopypi caer} Downloads
Iris ⭐ 681
Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.
most recent commit 7 months ago
Bittensor ⭐ 596
Internet-scale Neural Networks
dependent packages 3total releases 72most recent commit 3 months agopypi bittensor} Downloads
Few Shot ⭐ 520
Repository for few-shot learning machine learning projects
most recent commit 4 years ago
Csinva.github.io ⭐ 515
Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.
most recent commit 3 months ago
Graphwaveletneuralnetwork ⭐ 501
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
most recent commit a year ago
Archai ⭐ 428
Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
total releases 9most recent commit 7 months ago
Rewriting ⭐ 407
Rewriting a Deep Generative Model, ECCV 2020 (oral). Interactive tool to directly edit the rules of a GAN to synthesize scenes with objects added, removed, or altered. Change StyleGANv2 to make extravagant eyebrows, or horses wearing hats.
most recent commit 3 years ago
Papers In 100 Lines Of Code ⭐ 395
Implementation of papers in 100 lines of code.
most recent commit 6 months ago
The 10 Most Depended On Python Machine Learning Research Open Source Projects
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 10 months agopypi catalyst} Downloads
Pyswarms ⭐ 1,154
A research toolkit for particle swarm optimization in Python
dependent packages 14total releases 20latest release January 03, 2021most recent commit 6 months agopypi pyswarms} Downloads
Stable Baselines3 Contrib ⭐ 384
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
dependent packages 14total releases 57latest release November 17, 2023most recent commit 3 months agopypi sb3-contrib} Downloads
Pyradigm ⭐ 24
Research data management in biomedical and machine learning applications
dependent packages 4total releases 21latest release July 22, 2020most recent commit a year agopypi pyradigm} Downloads
Orion ⭐ 272
Asynchronous Distributed Hyperparameter Optimization.
dependent packages 4total releases 20latest release August 22, 2022most recent commit 4 months agopypi orion} Downloads
Bittensor ⭐ 596
Internet-scale Neural Networks
dependent packages 3total releases 72latest release December 01, 2023most recent commit 3 months agopypi bittensor} 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
Prototorch ⭐ 19
ProtoTorch is a PyTorch-based Python toolbox for bleeding-edge research in prototype-based machine learning algorithms.
dependent packages 2total releases 18latest release May 17, 2022most recent commit 7 months agopypi prototorch} Downloads
The 10 Latest Releases In Python Machine 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
Stable Baselines3 Contrib ⭐ 384
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
dependent packages 14total releases 57latest release November 17, 2023most recent commit 3 months agopypi sb3-contrib} Downloads
Spock ⭐ 105
spock is a framework that helps manage complex parameter configurations during research and development of Python applications
dependent packages 1total releases 37latest release November 03, 2023most recent commit 6 months agopypi spock-config} 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
Pathml ⭐ 341
Tools for computational pathology
total releases 15latest release May 30, 2023most recent commit 3 months ago
Fogml ⭐ 29
Source code generators for machine learning models.
total releases 7latest release November 10, 2022most recent commit 10 months ago
Popular Machine Learning Categories
Deep Learning
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