soulmachine/machine-learning-cheat-sheet
machine-learning-cheat-sheet
Classical equations and diagrams in machine learning
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soulmachine
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May 9, 2013
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This repository provides a comprehensive cheat sheet of classical machine learning equations and diagrams compiled in LaTeX format. It serves as a quick reference guide for students, researchers, and practitioners who need to look up fundamental ML formulas and mathematical concepts.
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Classical Machine LearningMathematical FoundationsStatistical Learning TheoryLinear AlgebraProbability TheoryOptimization TheorySupervised LearningUnsupervised LearningMathematical Notation
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Classical Machine LearningMathematical FoundationsStatistical Learning TheoryLinear AlgebraProbability TheoryOptimization TheorySupervised LearningUnsupervised LearningMathematical NotationAcademic PublishingMathematical DocumentationAI EducationStudy Guide CreationQuick Formula LookupStatistical InferenceOptimization MethodsUnsupervised Learning AlgorithmsEducationLinear Algebra for MLTeaching Resource DevelopmentAcademic ResearchSupervised Learning AlgorithmsKnowledge SystematizationAcademic Reference MaterialMathematical Foundations of MLDiagramsDocument DistributionTeX
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Learning ResourcesPrimaryInference & ServingCoding & Dev ToolsData Science & AnalyticsEdge & Mobile AISearch & KnowledgeOther AI / ML
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TeX100.0%
Timeline
- Project created
- May 9, 2013
- Forked
- Nov 16, 2025
- Your last push
- 1 years ago
- Upstream last push
- 1 years ago
- Tracked since
- Jul 30, 2024
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