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karpathy/nn-zero-to-hero

nn-zero-to-hero

Neural Networks: Zero to Hero

Builder

karpathy

karpathy

karpathy • individual

Stars

21,200

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Forks

3,072

Using upstream fork count

Open Issues

0

Activity Score

0/100

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Created

Sep 8, 2022

Project creation date

README Summary

A comprehensive educational repository by Andrej Karpathy that teaches neural networks from scratch through hands-on implementation. The course progresses from basic concepts to building sophisticated models like GPTs, with each lesson provided as detailed Jupyter notebooks. Students learn by coding everything from the ground up, gaining deep understanding of backpropagation, transformers, and modern deep learning architectures.

AI Dev Skills

Unmapped

Neural Network FundamentalsDeep Learning MathematicsBackpropagation ImplementationGradient Descent OptimizationEducational AI Content DevelopmentMathematical ProgrammingComputational Graph Construction

Tags

Neural Network FundamentalsDeep Learning MathematicsBackpropagation ImplementationGradient Descent OptimizationEducational AI Content DevelopmentMathematical ProgrammingComputational Graph ConstructionFoundational ML Concept TrainingExplainable AISelf-paced AI LearningDeep Learning Course MaterialsJupyter EnvironmentNeural Network EducationLocal DevelopmentEducational ContentEducational AI ToolsAI EducationAcademic Teaching ResourcesEducationEducational PlatformsJupyter Notebook

Taxonomy

Recent Activity

Updated 1 years ago

7 Days

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90 Days

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Quality

research
Quality
medium
Maturity
research

Categories

Learning ResourcesPrimaryML Platform & InfrastructureData Science & AnalyticsOther AI / MLModel Training

PM Skills

Product Discovery

Languages

Jupyter Notebook100.0%

Timeline

Project created
Sep 8, 2022
Forked
Nov 4, 2025
Your last push
1 years ago
Upstream last push
1 years ago
Tracked since
Aug 18, 2024

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