lukasmasuch/best-of-ml-python
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
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lukasmasuch
lukasmasuch • individual
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Created
Nov 29, 2020
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README Summary
This repository maintains a curated and ranked list of the best machine learning Python libraries, automatically updated weekly. It provides a comprehensive overview of popular ML tools and frameworks with rankings based on various metrics like GitHub stars, dependencies, and community activity.
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Machine Learning Library CurationPython Ecosystem KnowledgeData Science Tool EvaluationDeep Learning Framework ComparisonComputer Vision LibrariesNatural Language Processing ToolsData Processing PipelinesModel Deployment FrameworksML Operations (MLOps)Scientific ComputingStatistical AnalysisNeural Network Frameworks
Tags
Machine Learning Library CurationPython Ecosystem KnowledgeData Science Tool EvaluationDeep Learning Framework ComparisonComputer Vision LibrariesNatural Language Processing ToolsData Processing PipelinesModel Deployment FrameworksML Operations (MLOps)Scientific ComputingStatistical AnalysisNeural Network FrameworksOpen Source Library EvaluationTextMLOpsPython Tool SelectionVideoTabularData Science Tool ResearchMachine Learning Library DiscoveryTechnology Stack PlanningImageMultimodalOpen Source AIAudioML Framework ComparisonAutoMLModel Deployment
Taxonomy
Skill Areas
Machine Learning Library CurationPython Ecosystem KnowledgeData Science Tool EvaluationDeep Learning Framework ComparisonComputer Vision LibrariesNatural Language Processing ToolsData Processing PipelinesModel Deployment FrameworksML Operations (MLOps)Scientific ComputingStatistical AnalysisNeural Network Frameworks
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Updated 22 days ago
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production- Quality
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Categories
MLOps & InfrastructurePrimaryLearning ResourcesEvals & BenchmarkingInference & ServingNLP & TextML Platform & InfrastructureCoding & Dev ToolsData Science & AnalyticsMultimodal AIEdge & Mobile AISearch & KnowledgeOther AI / MLFoundation ModelsAI AgentsGenerative MediaComputer Vision
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Timeline
- Project created
- Nov 29, 2020
- Forked
- Mar 22, 2026
- Your last push
- 22 days ago
- Upstream last push
- 11 days ago
- Tracked since
- Mar 22, 2026
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