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Back to karpathy/llm101n

Projects sharing features with LLM101n

30 open-source projects similar to karpathy/llm101n, ranked by shared indexed features. Tags may describe platforms or build tools rather than the same primary purpose. Check each project’s use case, license, and deployment requirements before treating it as a replacement.

  • mlabonne/llm-coursemlabonne avatar

    mlabonne/llm-course

    80,178View on GitHub↗

    This project is a comprehensive educational curriculum and engineering handbook focused on the lifecycle of large language models. It serves as a structured knowledge base for machine learning practitioners, covering the fundamental mathematical and architectural principles of transformer-based sequence modeling, as well as the practical implementation of supervised instruction fine-tuning and preference-based model alignment. The repository distinguishes itself by providing a deep dive into advanced model composition and optimization techniques. It details methodologies for weight-space mode

    courselarge-language-modelsllm
    View on GitHub↗80,178
  • rasbt/llms-from-scratchrasbt avatar

    rasbt/LLMs-from-scratch

    97,260View on GitHub↗

    This repository serves as an educational framework for building large language models from the ground up. It provides a structured curriculum that guides learners through the end-to-end lifecycle of model development, including data processing, architecture design, and optimization. By focusing on low-level implementation, the project enables users to master the fundamental mechanics of artificial intelligence without relying on high-level abstraction frameworks. The project distinguishes itself by constructing neural network components and gradient-based optimization logic from first princip

    Jupyter Notebookaiartificial-intelligencechatbot
    View on GitHub↗97,260
  • d2l-ai/d2l-zhd2l-ai avatar

    d2l-ai/d2l-zh

    78,493View on GitHub↗

    This project is an open-source, interactive educational platform designed to teach deep learning through a comprehensive, code-first curriculum. It provides a structured learning path that covers foundational mathematics, modern neural network architectures, and practical optimization techniques, enabling practitioners to master complex artificial intelligence concepts through hands-on experimentation. The platform distinguishes itself by integrating technical explanations with executable Jupyter notebooks. This design allows readers to modify code and hyperparameters in real-time, facilitati

    Pythonbookchinesecomputer-vision
    View on GitHub↗78,493

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  • langgptai/langgptlanggptai avatar

    langgptai/LangGPT

    12,239View on GitHub↗

    LangGPT: Empowering everyone to become a prompt expert! 🚀 📌 结构化提示词(Structured Prompt)提出者 📌 元提示词(Meta-Prompt)发起者 📌 最流行的提示词落地范式 | Language of GPT The pioneering framework for structured & meta-prompt design 10,000+ ⭐ | Battle-tested by thousands of users worldwide Created by 云中江树

    Jupyter Notebookchatgptclaudedeeplearning
    View on GitHub↗12,239
  • mli/paper-readingmli avatar

    mli/paper-reading

    33,449View on GitHub↗

    This project is a collaborative academic repository designed for the synthesis of research papers and the study of machine learning architectures. It functions as a technical knowledge base, providing curated reading paths and annotated summaries to help students and practitioners master complex topics in artificial intelligence, computer vision, and natural language processing. The repository utilizes a static site generation model to transform structured text files into a navigable documentation site. Content is organized through hierarchical directory routing, which maps the repository's f

    deep-learningpaperreading-list
    View on GitHub↗33,449
  • aymericdamien/tensorflow-examplesaymericdamien avatar

    aymericdamien/TensorFlow-Examples

    43,749View on GitHub↗

    This repository serves as a structured educational resource for machine learning and deep learning, providing a library of executable scripts and notebooks. It is designed to help users master the practical application of data processing, model evaluation, and neural network construction through annotated code samples and guided tutorials. The collection focuses on translating theoretical mathematical concepts into functional code, offering proven patterns for common tasks such as classification and regression. By providing curated examples of layer construction and training loops, the reposi

    Jupyter Notebookdeep-learningexamplesmachine-learning
    View on GitHub↗43,749
  • avik-jain/100-days-of-ml-codeAvik-Jain avatar

    Avik-Jain/100-Days-Of-ML-Code

    51,254View on GitHub↗

    This project is a structured educational curriculum designed to guide developers through the fundamentals of machine learning. It functions as a technical skill builder, offering a curated roadmap of progressive coding challenges that cover core algorithms, statistical concepts, and essential data science libraries. The repository distinguishes itself through an iterative sequencing of content, organizing complex technical topics into a daily progression that facilitates incremental mastery. It integrates third-party academic lectures and educational resources to provide necessary theoretical

    100-days-of-code-log100daysofcodedeep-learning
    View on GitHub↗51,254
  • yunjey/pytorch-tutorialyunjey avatar

    yunjey/pytorch-tutorial

    32,385View on GitHub↗

    This project is a collection of educational examples and code for implementing deep learning architectures using the PyTorch framework. It serves as a tutorial and implementation guide for building various neural network architectures for machine learning tasks. The project provides practical implementations for computer vision, including image classification and neural style transfer, as well as natural language processing examples for building sequence models and language predictors. It also covers generative models using adversarial and variational networks to synthesize or transform visua

    Pythondeep-learningneural-networkspytorch
    View on GitHub↗32,385
  • norvig/pytudesnorvig avatar

    norvig/pytudes

    24,271View on GitHub↗
    Jupyter Notebookdemonstrate-skillspracticeprogramming
    View on GitHub↗24,271
  • rasbt/machine-learning-bookrasbt avatar

    rasbt/machine-learning-book

    5,239View on GitHub↗

    This project is a comprehensive machine learning educational resource and tutorial series delivered as a collection of interactive Jupyter Notebooks. It provides practical Python implementations for the end-to-end machine learning lifecycle, covering supervised and unsupervised learning, deep learning, and reinforcement learning. The resource distinguishes itself by providing detailed implementation guides for complex architectures, including transformers, generative adversarial networks, and convolutional neural networks. It also features specialized courseware for developing reinforcement l

    Jupyter Notebook
    View on GitHub↗5,239
  • embedded-boston/awesome-embedded-systemsembedded-boston avatar

    embedded-boston/awesome-embedded-systems

    981View on GitHub↗

    A curated list of delightful Embedded Systems libraries, RTOSes, modules, references and more!

    View on GitHub↗981
  • sxyx2008/awesome-ios-chartsxyx2008 avatar

    sxyx2008/awesome-ios-chart

    1,518View on GitHub↗

    A curated list of awesome iOS chart libraries, including Objective-C and Swift

    View on GitHub↗1,518
  • emijrp/awesome-awesomeemijrp avatar

    emijrp/awesome-awesome

    3,161View on GitHub↗

    A curated list of awesome curated lists of many topics.

    View on GitHub↗3,161
  • dypsilon/frontend-dev-bookmarksdypsilon avatar

    dypsilon/frontend-dev-bookmarks

    46,972View on GitHub↗

    This project is a curated knowledge repository that serves as a comprehensive reference guide for web development. It organizes high-quality resources, documentation, and technical links into a structured collection designed to assist developers in navigating the frontend ecosystem and staying updated with evolving industry standards. The repository utilizes a directory-based information architecture, categorizing complex technical topics into nested folders to ensure predictable navigation. By leveraging a git-versioned knowledge base, the project maintains a complete historical audit trail

    awesomeawesome-listfrontend
    View on GitHub↗46,972
  • vsouza/awesome-gistsvsouza avatar

    vsouza/awesome-gists

    759View on GitHub↗

    A collection of amazing gists

    View on GitHub↗759
  • dribdat/awesome-hackathondribdat avatar

    dribdat/awesome-hackathon

    262View on GitHub↗

    Platforms, tools, and guides for critical organizers 🌆

    awesomeawesome-listhackathon
    View on GitHub↗262
  • panxproject/awesome-certificatesPanXProject avatar

    PanXProject/awesome-certificates

    4,838View on GitHub↗

    Curated list of 20,000+ hours and 200+ free courses with certificates in IT, CS, Design and Business.

    awesomeawesome-listbadges
    View on GitHub↗4,838
  • brookshi/awesome-typescript-projectsbrookshi avatar

    brookshi/awesome-typescript-projects

    894View on GitHub↗

    awesome typescript open source projects, includes IDE, Framework, Library, Tool

    TypeScript
    View on GitHub↗894
  • kba/awesome-ocrkba avatar

    kba/awesome-ocr

    3,110View on GitHub↗

    Awesome OCR

    View on GitHub↗3,110
  • pd-andy/awesome-elm-pltdpd-andy avatar

    pd-andy/awesome-elm-pltd

    46View on GitHub↗

    A showcase of awesome programming language projects and resources written in Elm.

    View on GitHub↗46
  • mdluo/awesome-fe-teamM

    mdluo/awesome-fe-team

    0View on GitHub↗
    View on GitHub↗0
  • hsavit1/awesome-swift-educationhsavit1 avatar

    hsavit1/Awesome-Swift-Education

    5,781View on GitHub↗

    :fire: Learn some Swift

    awesomeawesome-listswift
    View on GitHub↗5,781
  • lucasviola/awesome-tech-videoslucasviola avatar

    lucasviola/awesome-tech-videos

    830View on GitHub↗
    View on GitHub↗830
  • rahulbircodes/awesome-steamRahulBirCodes avatar

    RahulBirCodes/awesome-steam

    234View on GitHub↗

    An awesome list of resources for specific science, technology, engineering, art, and math (STEAM) classes that students and teachers can use to supplement their learning

    artawesomeawesome-list
    View on GitHub↗234
  • diasdavid/awesome-hacking-spotsdiasdavid avatar

    diasdavid/awesome-hacking-spots

    1,122View on GitHub↗

    :computer: :coffee: List of Awesome Hacking Locations, organised by Country and City, listing if it features power and wifi

    View on GitHub↗1,122
  • google/styleguidegoogle avatar

    google/styleguide

    39,367View on GitHub↗

    Style guides for Google-originated open-source projects

    HTMLcpplintstyle-guidestyleguide
    View on GitHub↗39,367
  • edobashira/speech-language-processingedobashira avatar

    edobashira/speech-language-processing

    2,229View on GitHub↗

    A curated list of speech and natural language processing resources

    View on GitHub↗2,229
  • dzharii/awesome-typescriptdzharii avatar

    dzharii/awesome-typescript

    5,107View on GitHub↗

    A collection of awesome TypeScript resources for client-side and server-side development. Write your awesome JavaScript in TypeScript

    View on GitHub↗5,107
  • josephmisiti/awesome-machine-learningjosephmisiti avatar

    josephmisiti/awesome-machine-learning

    72,867View on GitHub↗

    This project is a comprehensive, community-driven directory of machine learning resources, software libraries, and educational materials. It serves as a centralized knowledge base for developers and researchers, organizing tools and frameworks by their primary programming language and technical domain to simplify discovery across the artificial intelligence ecosystem. The collection distinguishes itself by providing a cross-language development index that spans diverse programming environments, including C, C++, Rust, Clojure, and Python. It covers a wide range of specialized capabilities, fr

    Python
    View on GitHub↗72,867
  • dkhamsing/open-source-ios-appsdkhamsing avatar

    dkhamsing/open-source-ios-apps

    50,744View on GitHub↗

    This project is a comprehensive directory of open-source iOS applications designed to serve as a technical reference for developers and learners. It functions as a curated index of mobile software, categorizing projects by their functionality, implementation language, and architectural design to provide a clear view of how professional applications are structured. The repository distinguishes itself by offering a deep dive into mobile app architecture, allowing users to study real-world codebases that utilize patterns such as Model-View-ViewModel, VIPER, and Clean Architecture. It highlights

    appappleapple-tv
    View on GitHub↗50,744