stargazers
Andrejgithub.com/karpathyupdated 8 days ago

165 repositories starred since Apr 2010. Mostly machine learning and data, and lately AI and language models.

I like to train Deep Neural Nets on large datasets.

Charting stars165 / 165

Over time

Each line is a starred repository at the date it was starred. Height is its GitHub stars. Drag across the graph or pick a year to filter the list below.

Apr 2010: first stars, tweepy, jqfundamentals2017–2019: 5 stars in 3 years2024: 30 stars, 18 in AI & LLMs2010201520202025
20102026
  • Apr 2010: first stars, tweepy, jqfundamentals
  • 2017–2019: 5 stars in 3 years
  • 2024: 30 stars, 18 in AI & LLMs

Drift

Since Jan 2023, AI and language models went from 6% to 65% of new stars, while machine learning and data fell from 61% to 15%.

Libraries & tools 12%Web & apps 12%AI & LLMs 69%20102015202020252026
20102026
  • Libraries & tools 12%
  • Web & apps 12%
  • AI & LLMs 69%

Terrain

Categories are regions. Where stars cluster, the ground rises. The most-starred repositories are marked like towns. Select a region to filter.

MACHINE LEARNING & DATAAI & LLMSLANGUAGES & SYSTEMSWEB FRONTENDUNCATEGORISEDLEARNING & LISTSBACKEND & APISMOBILE & DESKTOPTERMINAL & CLIGAMES & GRAPHICSLIBRARIES & UTILITIESTESTINGopencodetensorflowopen-webuillama.cppvllmmanimtesseractscikit-learnllama_indexABCDEFGH12345

Findings

  1. 2024 was the busiest year: 30 stars, 18 of them in AI & LLMs.

  2. They star established projects: the median repo here has 2,757 stars, and 33% have fewer than 1,000.

  3. 20 of their stars are archived or deprecated, and 5 name a successor. Another 70 have had no commits in two years.

  4. The longest pause was 12 months, from May 2021 to May 2022.

  5. Python accounts for 51% of their stars, JavaScript for 10%.

Languages & systems

  1. sql-hkr/tiny8

    A tiny CPU simulator written in Python

    Pythonv0.3.02025-10-24
    1.4K
  2. djhworld/simple-computer

    the scott CPU from "But How Do It Know?" by J. Clark Scott

    Go2024-08-01
    2K
  3. AnswerDotAI/gpu.cpp

    A lightweight library for portable low-level GPU computation using WebGPU.

    C++v0.2.02024-07-12
    4K
  4. mcinglis/c-style

    My favorite C programming practices.

    Archived2024-05-19
    2.1K
  5. mit-pdos/xv6-riscv

    Xv6 for RISC-V

    C2023-10-09
    10.8K
  6. JonasGeiping/cramming

    Cramming the training of a (BERT-type) language model into limited compute.

    PythonTorch2.12023-01-03
    1.4K
  7. triton-lang/triton

    Development repository for the Triton language and compiler

    MLIRv3.9.02022-07-12
    20.5K
  8. Dao-AILab/flash-attention

    Fast and memory-efficient exact attention

    Pythonv2.8.3.post22022-05-31
    25.3K
  9. nicolashery/mac-dev-setup

    A beginner's guide to setting up a development environment on macOS

    Shell2016-06-15
    5.8K
  10. cvxpy/cvxpy

    A Python-embedded modeling language for convex optimization problems.

    C++v1.9.32014-04-07
    6.4K
  11. sloisel/numeric

    Numerical analysis in Javascript

    JavaScript2011-09-18
    1.4K

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