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Repositories in this selection 19 · UTC 2026-11-04
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1—Llukasmasuch / best-of-ml-python🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.UnknownCC-BY-SA-4.0 · Share derivative sourceInsufficient rank history23,8543,146——2026-10-29
2—Aautogluon / autogluonFast and Accurate ML in 3 Lines of CodePythonApache-2.0 · PermissiveInsufficient rank history10,8101,214——2026-11-03
3—EEpistasisLab / tpotA Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.Jupyter NotebookLGPL-3.0 · Share derivative sourceInsufficient rank history10,0571,558——2025-09-11
4—Ppycaret / pycaretOpen-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.PythonNOASSERTION · Restricted / unknownInsufficient rank history9,8591,839——2026-07-23
5—Kkeras-team / autokerasAutoML library for deep learningPythonApache-2.0 · PermissiveInsufficient rank history9,3401,385——2025-11-25
6—Aautoml / auto-sklearnAutomated Machine Learning with scikit-learnPythonBSD-3-Clause · PermissiveInsufficient rank history8,1491,323——2026-09-15
7—Aalteryx / featuretoolsAn open source python library for automated feature engineeringPythonBSD-3-Clause · PermissiveInsufficient rank history7,694915——2026-09-11
8—Hh2oai / h2o-3H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.Jupyter NotebookApache-2.0 · PermissiveInsufficient rank history7,5202,020——2026-11-02
9—Zzenml-io / zenmlZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.PythonApache-2.0 · PermissiveInsufficient rank history5,634669——2026-10-30
10—Ttencentmusic / cube-studiocube studio open source cloud-native one-stop machine learning/deep learning/large model AI platform, mlops algorithm link full process, computing power rental platform, notebook online development, drag-and-drop task flow pipeline orchestration, multi-machine multi-card distributed training, super parameter search, inference service VGP U virtualization, edge computing, automatic annotation of annotation platform, deepseek and other large model sft fine-tuning/reward model/reinforcement learning training, vllm/ollama/mindie large model multi-machine inference, private knowledge base, AI model market, support domestic cpu/gpu/npu Shengteng Ecosystem supports RDMA, supports pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/ray/volcano and other distributed systemsUnknownNOASSERTION · Restricted / unknownInsufficient rank history5,088878——2026-10-09
11—NNixtla / statsforecastLightning ⚡️ fast forecasting with statistical and econometric models.PythonApache-2.0 · PermissiveInsufficient rank history4,958430——2026-11-02
12—Mmicrosoft / FLAMLA fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.Jupyter NotebookMIT · PermissiveInsufficient rank history4,418584——2026-11-03
13—Aastroautomata / PySRSymbolic Learning in Python and JuliaPythonApache-2.0 · PermissiveInsufficient rank history4,244387——2026-11-02
14—Hhibayesian / awesome-automl-papersA curated list of automated machine learning papers, articles, tutorials, slides and projectsUnknownApache-2.0 · PermissiveInsufficient rank history4,163676——2024-06-11
15—Qquark0 / dartsDifferentiable architecture search for convolutional and recurrent networksPythonApache-2.0 · PermissiveInsufficient rank history3,999834——2021-01-03
16—Nnidhaloff / igela delightful machine learning tool that allows you to train, test, and use models without writing codePythonMIT · PermissiveInsufficient rank history3,140211——2025-12-07
17—Ddata-infra / cube-studiocubestudio open source cloud-native one-stop machine learning/deep learning/large model AI platform/MaaS/mlops/artificial intelligence platform/training platform, algorithm full-link process, multi-tenant, computing power rental platform, token transfer, drag-and-drop task flow pipeline orchestration, multi-machine multi-card distributed training, super-parameter search, inference service, VGPU virtualization, cloud-edge collaboration, Edge computing, automated annotation platform, deepseek and other large model sft fine-tuning/reward model/reinforcement learning training, vllm/ollama/mindie large model multi-machine inference, private knowledge base llmops agent, AI model market, support domestic heterogeneous computing power scheduling, Shengteng/Cambrian/Haiguang/Moore/Muxi, etc., support ib/roce/RDMA, Xinchuang supportPythonNOASSERTION · Restricted / unknownInsufficient rank history2,587220——2026-10-12
18—MMedMNIST / MedMNIST[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image ClassificationPythonApache-2.0 · PermissiveInsufficient rank history1,418217——2025-01-11
19—Mmindsdb / lightwoodLightwood is Legos for Machine Learning.PythonGPL-3.0 · Share derivative sourceInsufficient rank history513101——2026-08-28
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