Learning & lists: what’s taking off on GitHub
The fastest-growing repositories in “Learning & lists”: plain-language summaries, use cases and a check on star quality. Updated every 30 minutes.
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7.2
smithjohn78390/tongjiang-lab
Free interactive 3D science lessons for high school physics, chemistry, biology and geography: 55 lessons, each a single self-contained HTML file that works offline.
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6.8
amosblomqvist/learnharness
A desktop app that uses AI agents to plan and teach lessons from your current understanding to a goal, tracking progress in a persistent knowledge graph.
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5.5
xiaolai/the-craft-of-selfteaching
Li Xiaolai's book on self-teaching, using Python as a practical entry point to learning on your own. Written as Jupyter Notebooks with a Markdown version available.
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5.3
designfuchen/word-atlas
A free, open-source PWA for memorizing 7,298 IELTS words, each with an original illustration, UK/US audio and example sentences, using FSRS spaced repetition with no login. The dataset is CC BY 4.0.
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4.8
Akil-x/R00tLib-Catalog
An open community-curated catalog of technical books on computer science, cybersecurity and software engineering with metadata, ISBNs and source links.
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4.5
aa1143/NamiGPT
A step-by-step GPT-2 tutorial in PyTorch: from tokenization to text generation, with a hand-written implementation without ready-made Transformer modules and loading of OpenAI's official weights.
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4.3
rohitg00/ai-engineering-from-scratch
Open-source AI engineering curriculum: 523 lessons across 20 phases (~342 hours) in Python, TypeScript, Rust and Julia, where every lesson ships a reusable artifact such as a prompt, skill, agent or MCP server.
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4.2
jianxinss/iching-64-motion
A motion-graphics film about the structure of the I Ching's 64 hexagrams, generated entirely with code using Remotion + React + three.js, with music synthesized in Python. It explains the math and structure of the…
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4.1
xiaoyang111222/cn-math-taxonomy
Knowledge graph for Chinese middle-school math (grades 7–9): 315 topic nodes with 616 prerequisite edges, mapping to the 2022 curriculum standards, plus a 1407-question diagnostic bank. An AI-generated draft not yet…
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4.0
luongnv89/claude-howto
A visual, example-driven guide to Claude Code with copy-paste templates: from basic commands to agents, hooks, skills, and MCP servers. Provides a structured learning path from beginner to power user.
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3.9
awesome-dsh-plugin/awesome-dsh-plugin
A curated list of plugins for DeepSeek Harness (dsh) — a collection of extensions for this environment. Useful for those looking for ready-made dsh plugins.
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3.8
521xueweihan/HelloGitHub
A monthly digest of interesting entry-level open-source projects, books, and hands-on examples that helps newcomers find projects to learn from.
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3.8
Asabeneh/30-Days-Of-Python
A step-by-step 30-day Python learning challenge with daily topics, examples and exercises, covering basics through APIs, pandas and MongoDB. Aimed at beginners and professionals who want a structured path through the…
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3.5
agharsallah/esp-labs-web
An interactive web guide to the ESP32-S3: 32 hands-on labs with in-browser simulators, a live pinout, a 3D board and a line-by-line reader for the esp-labs firmware. Available in 8 languages, including Arabic (RTL).
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3.2
blakeandersonw/ai-app-playbook
A playbook for building and monetizing AI-powered mobile and web apps, covering niche selection, stack choices, costs, and distribution, with an AGENTS.md file for coding agents.
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3.2
DeanChensj/jiangshan-map
An interactive historical atlas of China from 403 BCE to the present, with 18 dynasties, 164 territory snapshots, place-name genealogy, and poetry routes, designed for history and classical poetry enthusiasts.
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2.9
cdyforever/how-to-live-better
A single-file HTML reading page for the open book "High Cost-Performance Life Guide" — 528 tips across 32 sections, searchable, offline-capable, zero dependencies.
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2.8
byoungd/up
An open book-guide on lifelong learning in the AI era: English, working with AI, real projects, recovering from setbacks. For ordinary people seeking direction.
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2.4
jbiaojerry/ebook-treasure-chest
A collection of ebook download links from Chinese reading apps (帆书, 微信读书, 京东读书, 喜马拉雅) in epub, mobi and azw3 formats, with online search by title, author and tags.
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2.4
bojieli/ai-infra-book
Open book "Understanding AI Infra" by Bojie Li: quantitative derivation of LLM inference and training system design from hardware constraints and model architecture. Includes full text, PDF, calculation tools and…
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2.2
showheyohtaki/motion-prompt
A library of names for motion-graphics moves, camera moves, UI components, web effects and photo looks, each with a moving sample and an example prompt. Helps you name what you want an AI to make.
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2.2
algorithm-visualizer/algorithm-visualizer
Interactive online platform that visualizes algorithms from code in various programming languages. Helps students, teachers, and developers understand algorithmic behavior through visual animations.
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2.2
github/docs
The open-source repository behind docs.github.com: markdown content and site data that any external contributor can edit. Site infrastructure and build code are not open to outside changes.
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2.1
LAMDA-NeSy/Research-Starter-Kit
A guide to the basics of doing research and writing papers for students new to a research group: how to find and read papers, come up with ideas, present, and prepare publications.
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2.1
SimplifyJobs/Summer2027-Internships
A list of Summer 2027 internship postings in software engineering, data science, AI, quant, product management, and hardware, updated daily by Simplify and Pitt CSC. It helps students find and prepare for internships.
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2.0
datawhalechina/easy-vibe
A hands-on Vibe Coding course from Datawhale that teaches turning a described idea into a working AI-built product, from prototype to launch. Materials are available in 10 languages with interactive demos.
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2.0
assafkip/claudemy
A free Claude Code skill that turns any topic into a short audio course: Claude researches the web, writes ~12 two-minute lessons with two-voice narration, cards and cited sources.
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1.9
kkk-bot/HowToGetAlong
A practical guide to social skills and unwritten communication rules for university students and newcomers to the workplace: 10 chapters, 77 entries with example phrases, trade-offs and exceptions. Available as a…
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1.8
CarterPerez-dev/Cybersecurity-Projects
A collection of 70 hands-on cybersecurity learning projects with full source code, organized by tiers from foundations to advanced, plus certification roadmaps and learning resources.
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1.7
Domainsun/awesome-chinese-secondhand-slang
An open dictionary of Chinese secondhand-marketplace slang (Xianyu, Zhuanzhuan, Xiaohongshu): 4,569+ variants, seller subtext explanations and buyer inspection tips. Helps spot tricks and choose safe wording in listings.
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1.7
EricJujianZou/rederive
A skill for coding agents that helps you learn a codebase by re-deriving its design decisions yourself through Socratic questioning. The agent only asks guiding questions and never explains the answers.
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1.7
BeckyGlobal/PaidToStudyAbroad
A Chinese-language guide to studying abroad with funding: scholarships, tuition-free study, government grants and paid PhDs, citing official sources only. 70 entries with costs, benefits and evidence levels.
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1.6
slavakurilyak/awesome-ai-agents
A curated awesome list of 300+ agentic AI resources: frameworks, memory, evaluation, observability, MCP and guardrails, grouped by category.
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1.6
zengxiong111/Foundation_of_Embodied_AI
Teaching materials for a future Foundation of Embodied AI course: 17 topics with Chinese and English tutorials on robot dynamics, Isaac Sim, Isaac Lab, MuJoCo, robot learning, ROS 2, camera calibration, PPO, SAC, Flow…
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1.5
withmarbleapp/os-taxonomy
An open taxonomy of primary-school learning micro-topics: 1,590 concepts wired into a prerequisite graph and aligned to national curriculum standards (NGSS, Common Core, UK NC). Pure JSON data, no runtime.
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1.2
alexander-stack1/ciencia-de-dados-cibele-russo
Data Science study tracks in Portuguese derived from Prof. Cibele Russo's (ICMC/USP) lectures using Google NotebookLM: notes, slides and video links across 8 subjects.
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1.1
chenwei810/Semiconductor_Manufacturing_Introduction
An open, beginner-friendly book that walks through the full semiconductor manufacturing flow, from sand to packaged chip, in Traditional Chinese, English, Japanese and Korean. It explains process steps, terminology and…
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1.0
guanmo-ai/design-style
An open library of design styles and layout methods: each entry has a 15-second motion film, style images, rules, AI prompts and full source code. Useful for designers and AI as a source of visual references and…
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0.9
MAZHARMIK/Interview_DS_Algo
A repository of data structures and algorithms solutions for coding interview preparation, organized by topics and subtopics. Each solution includes the problem link, company tags, frequency, and a video explanation.
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0.9
h9-tec/ai-roadmap-2026
A 2026 AI engineering learning roadmap: five layers from foundations to production, with free resources and a mini-project per layer.
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0.8
akitaonrails/ai-book-2026
Source and build system for Fabio Akita's e-book "Competent Enough", a book about a year of hands-on work with AI agents, model benchmarks and industry claims. The repo builds EPUB, PDF, web and DOCX editions and keeps…
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0.8
ZiyuanDu/deepinfer-unpacked
A community-driven project unpacking the DeepInfer source code: contributors build bilingual (Chinese/English) tutorials covering the system architecture, theory, code, and hands-on examples.
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0.7
chuma-beep/mathua
A self-hosted adaptive math learning engine in Go that moves a learner from arithmetic to university math along a 1250-concept prerequisite graph, gating progress on streak and speed.
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0.6
lusouldepth-ai/FDE_Learning
A local Python web app for Tencent Cloud FDE exam prep: 1000 original questions with chapter filtering, explanations, mistake tracking and spaced repetition.
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0.5
miao-org/awesome-supermimic
A curated list of implementations, extensions and demos of SuperMimic, a method for humanoid whole-body control via a differentiable world model. It serves as an entry point for reproducing and adapting the method.
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0.5
hollobit/ai-native
An open Korean-language book (PDF/EPUB) on how AI-native technologies reshape companies and nations: foundation models as power plants, MCP/A2A as grids, AI agents as appliances. A living document updated with new…
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0.3
nichochar/ari
A local AI tutor app: a camera over your page lets the AI see your handwriting, build a curriculum, answer questions and grade your work. Runs on your machine using a ChatGPT/Codex subscription.
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0.1
lvgalvao/ImersaoControlTower
A 4-night immersion course that builds a Control Tower on Databricks Free Edition, going from raw Excel, ClickUp and MS Project files to an AI app answering executive questions about delays, costs and staffing.
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0.0
boyso/Awesome-Claude-MCP-Servers-List
A directory of MCP servers for Claude, paired with a collection of ways to master Claude Code and creative computer uses. Helps discover ready-made MCP servers and ideas for using them.
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0.0
ardiri/dev-palmos
A historical archive of Palm OS development resources: SDKs, technical docs, conference slides, source code and utilities, preserved for research and retrocomputing.
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0.0
Krusty84/awesome-siemens-dis
A curated list of open-source tools, libraries and examples for the Siemens Digital Industries Software ecosystem: Teamcenter, NX, Solid Edge, Polarion, Mendix and Industrial IoT. Helps developers and admins of these…
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0.0
JieChiang/VRS-Zhiyuan-Recommendation
A college-major recommendation system for China's gaokao built on FastAPI, Neo4j knowledge graph and DeepSeek, shipping historical admission data for Zhejiang (2019–2024) and Excel templates.
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0.0
duliangkuan/deepinfer-studio
A browser-based educational workbench for learning LLM inference concepts. It simulates VRAM budgets, batch sizes, prefill/decode stages and OOM troubleshooting without a GPU.
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0.0
wuyoscar/AISafetyHot
A public hub of daily AI safety digests: news, papers and incidents in md/bib/json, plus instructions for connecting it to agents. Free access, no API key required.