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
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<!-- markdownlint-disable --> <h1 align="center"> Best-of Machine Learning with Python <br> </h1>
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Computer Vision LibrariesData Processing PipelinesData Science Tool EvaluationDeep Learning Framework ComparisonMachine Learning Library CurationML Operations (MLOps)Model Deployment FrameworksNatural Language Processing ToolsNeural Network FrameworksPython Ecosystem KnowledgeScientific ComputingStatistical Analysis
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Computer Vision LibrariesData Processing PipelinesData Science Tool EvaluationDeep Learning Framework ComparisonMachine Learning Library CurationML Operations (MLOps)Model Deployment FrameworksNatural Language Processing ToolsNeural Network FrameworksPython Ecosystem KnowledgeScientific ComputingStatistical AnalysisAI AgentsAI SafetyAdversarialAutomationBenchmarkingC++CLI ToolComputer VisionCurated ListDVCData EngineeringData ScienceData VisualizationDatabaseDeep LearningDeepSpeedDistillationDockerEmbeddingsEvalsFinTechFine-TuningForkedGPU / CUDAGraspingHaystackHealthcare AIHuggingFaceImage GenerationInferenceJAXJavaScriptJupyterKerasKnowledge GraphLarge Language ModelsLiteLLMMCPMLflowMachine LearningMilvusMistralMobileModel OptimizationMultimodal AIMusic / Audio AIMusic TechNumPyONNXOpen SourceOpenAIPandasPrivacyPrivacy-Preserving AIPyTorchPythonQdrantReal-Time / StreamingReinforcement LearningResearch / PapersSageMakerScikit-learnSegmentationSimulationSparkSpeech to TextStatisticsSynthetic DataTensorFlowText to SpeechTransformersVector DatabaseVisualizationWeights & Biases
Taxonomy
category
Model TrainingFoundation ModelsAI AgentsRAG & RetrievalEvals & BenchmarkingObservability & MonitoringInference & ServingGenerative MediaComputer VisionRoboticsMLOps & InfrastructureDev Tools & AutomationCloud & PlatformsLearning ResourcesIndustry: HealthcareIndustry: FinTechIndustry: Audio & MusicIndustry: GamingSecurity & SafetyData Science & Analytics
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
tag
AI AgentsAI SafetyAdversarialAutomationBenchmarkingC++CLI ToolComputer VisionCurated ListDVCData EngineeringData ScienceData VisualizationDatabaseDeep LearningDeepSpeedDistillationDockerEmbeddingsEvalsFinTechFine-TuningForkedGPU / CUDAGraspingHaystackHealthcare AIHuggingFaceImage GenerationInferenceJAXJavaScriptJupyterKerasKnowledge GraphLarge Language ModelsLiteLLMMCPMLflowMachine LearningMilvusMistralMobileModel OptimizationMultimodal AIMusic / Audio AIMusic TechNumPyONNXOpen SourceOpenAIPandasPrivacyPrivacy-Preserving AIPyTorchPythonQdrantReal-Time / StreamingReinforcement LearningResearch / PapersSageMakerScikit-learnSegmentationSimulationSparkSpeech to TextStatisticsSynthetic DataTensorFlowText to SpeechTransformersVector DatabaseVisualizationWeights & Biases
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Categories
RAG & RetrievalPrimaryEvals & BenchmarkingObservability & MonitoringInference & ServingMLOps & InfrastructureDev Tools & AutomationCloud & PlatformsLearning ResourcesIndustry: HealthcareIndustry: FinTechIndustry: Audio & MusicIndustry: GamingSecurity & SafetyData Science & AnalyticsFoundation ModelsAI AgentsModel TrainingGenerative MediaComputer VisionRoboticsSafety & AlignmentHealthcare & BiologyFinance & LegalMultimodal AIEdge & Mobile AISearch & KnowledgeOther AI / ML
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Cost & EfficiencySafety & AlignmentUser ExperienceScale & ReliabilityData & EvaluationProduct DiscoveryDeveloper PlatformAI-Native Architecture
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Timeline
- Project created
- Nov 29, 2020
- Forked
- Mar 22, 2026
- Your last push
- 2 months ago
- Upstream last push
- 20 days ago
- Tracked since
- Mar 22, 2026
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