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soulmachine/machine-learning-cheat-sheet

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

View on GitHub↗Upstream soulmachine/machine-learning-cheat-sheet↗

Builder

soulmachine

soulmachine

soulmachine • individual

Stars

8,011

Using upstream star count

Forks

1,339

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

May 9, 2013

Project creation date

README Summary

Machine learning cheat sheet ============================

Community Evaluation

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AI Dev Skills

Unmapped

Classical Machine LearningLinear AlgebraMathematical FoundationsMathematical NotationOptimization TheoryProbability TheoryStatistical Learning TheorySupervised LearningUnsupervised Learning

Tags

Classical Machine LearningLinear AlgebraMathematical FoundationsMathematical NotationOptimization TheoryProbability TheoryStatistical Learning TheorySupervised LearningUnsupervised LearningCheat SheetDockerForkedInterview PrepMachine Learning

Taxonomy

AI Trends

Machine Learning EducationOpen Educational Resources

category

Learning ResourcesMLOps & Infrastructure

Deployment Context

Document DistributionAcademic Materials

Industries

EducationAcademic Research

Modalities

Mathematical NotationDiagrams

Skill Areas

Classical Machine LearningMathematical FoundationsStatistical Learning TheoryLinear AlgebraProbability TheoryOptimization TheorySupervised LearningUnsupervised LearningMathematical Notation

tag

Cheat SheetDockerForkedInterview PrepMachine Learning

Use Cases

Machine Learning Study ReferenceAcademic Course MaterialsResearch Paper PreparationMathematical Formula LookupML Concept Review

Recent Activity

Updated 1 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

production
Quality
medium
Maturity
production

Categories

Learning ResourcesPrimaryMLOps & InfrastructureOther AI / ML

PM Skills

Scale & Reliability

Languages

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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