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Artificial intelligence learning roadmap, sorting out nearly 200 practical cases and projects, providing free supporting textbooks, zero-based entry, and practical employment! Including: Python, mathematics, machine learning, data analysis, deep learning, computer vision, natural language processing, PyTorch tensorflow machine-learning, deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv and other popular areas

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Popularity

Repository stars13,45723,854Highest

7-day net stars——

Fork2,6723,146Highest

30-day trendInsufficient historyInsufficient history

Maintenance

Last push2024-06-022026-10-29

Maintenance notesNot verifiedNot verified

Repository created2020-01-282020-11-29

License & use

LicenseLicense not declaredCC-BY-SA-4.0 · Share derivative source

License source—License source

PricingPricing not verifiedPricing not verified

Basics

Browse by purposeData analysisAwesome lists · Data analysis · Data visualization

TypeGuides & collectionsGuides & collections

SubcategoryLearning pathsAwesome lists

PlatformNot verifiedNot verified

Cost detailsCheck current official software, hosting, model and infrastructure pricing.Check current official software, hosting, model and infrastructure pricing.

Pricing source——

First collected2026-11-032026-11-03

MetricRepository stars, not unique users or individual-skill installsRepository stars, not unique users or individual-skill installs

Language——

About this projectArtificial intelligence learning roadmap, sorting out nearly 200 practical cases and projects, providing free supporting textbooks, zero-based entry, and practical employment! Including: Python, mathematics, machine learning, data analysis, deep learning, computer vision, natural language processing, PyTorch tensorflow machine-learning, deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv and other popular areas🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Repositorytangyudi / Ai-Learnlukasmasuch / best-of-ml-python

Measured at2026-11-02 19:00 UTC2026-11-02 19:00 UTC

License tiers are derived from metadata. Check obligations for your use; unknown does not mean prohibited. Ranked by repository stars, one position per repository. Stars and forks are not user counts.