Trending repositories

1.public-apis / public-apis

A collective list of free APIs

• api
• public-apis
• free
• apis
• list
• development
• +7 more

2.K-Dense-AI / scientific-agent-skills

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 250,000+ scientists worldwide. 177 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.

• ai-scientist
• bioinformatics
• chemoinformatics
• claude
• claude-skills
• claudecode
• +11 more

3.AhmadHassan-BTed / Jantt

The AI-native JSON Gantt chart engine. Dependency-free interactive timelines with React, script-tag, CLI, topological DAG solver, and formal JSON schema.

• ai-tools
• critical-path
• dag
• data-visualization
• gantt
• gantt-chart
• +9 more

4.microsoft / ai-agents-for-beginners

18 Lessons to Get Started Building AI Agents

• agentic-ai
• agentic-framework
• agentic-rag
• ai-agents
• ai-agents-framework
• autogen
• +5 more

5.microsoft / generative-ai-for-beginners

21 Lessons, Get Started Building with Generative AI

• ai
• chatgpt
• dall-e
• generativeai
• gpt
• azure
• +8 more

6.patchy631 / ai-engineering-hub

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

• agents
• ai
• llms
• machine-learning
• mcp
• rag

7.lfnovo / open-notebook

An Open Source implementation of Notebook LM with more flexibility and features

• assistant
• learning
• note-taking
• notebook
• notes-app
• self-learning

8.microsoft / AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

• deep-learning
• artificial-intelligence
• machine-learning
• ai
• computer-vision
• nlp
• +4 more

9.anthropics / claude-cookbooks

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

10.duckdb / duckdb

DuckDB is a high-performance analytical database system

• sql
• database
• olap
• analytics
• embedded-database

11.microsoft / ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

• ml
• data-science
• machine-learning
• machine-learning-algorithms
• machinelearning
• python
• +6 more

12.Aryanutkarsh / SeeCode

Animated, explorable diagrams for Claude and other coding agents, from a short JSON spec.

• agent-skills
• ai-agents
• architecture-diagram
• claude-code
• claude-skills
• codex
• +14 more

13.karpathy / micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

14.umami-software / umami

Umami is a privacy-first web and product analytics platform. Traffic, campaigns, behavior, conversions, and revenue in one place. No cookies, no surveillance, self-hosted or in the cloud.

• analytics
• charts
• statistics
• google-analytics
• web-analytics
• audience-segmentation
• +3 more

15.awesomedata / awesome-public-datasets

A topic-centric list of HQ open datasets.

• opendata
• aaron-swartz
• awesome-public-datasets
• datasets

16.openai / openai-cookbook

Examples and guides for using the OpenAI API

• openai
• chatgpt
• gpt-4
• openai-api

17.karpathy / nn-zero-to-hero

Neural Networks: Zero to Hero

18.algorithm-visualizer / algorithm-visualizer

:fireworks:Interactive Online Platform that Visualizes Algorithms from Code

• algorithm
• data-structure
• visualization
• animation

19.ruc-datalab / EvoOntology

EvoOntology: A Self-Evolving Ontology Layer for Data Agents ⚙️ EvoOntology插件为Claude Code/Codex 建立&进化本体层

• agent
• agentic-ai
• claude-code
• codex
• data-analysis
• data-science
• +6 more

20.stefan-jansen / machine-learning-for-trading

Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.

• machine-learning
• trading
• investment
• finance
• data-science
• investment-strategies
• +12 more

21.realmyang / MLView

Interactive, source-linked ML workflow diagrams written by your coding assistant (Copilot, Codex or Claude Code) and opened in VS Code.

• claude-code
• developer-tools
• machine-learning
• visualization
• vscode-extension
• agent-skills
• +2 more

22.microsoft / Data-Science-For-Beginners

10 Weeks, 20 Lessons, Data Science for All!

• data-science
• python
• data-visualization
• data-analysis
• pandas
• microsoft-for-beginners

23.motion-canvas / motion-canvas

Visualize Your Ideas With Code

• animation
• presentation
• visualization

24.AI4Finance-Foundation / FinRL

FinRL®: Financial Reinforcement Learning. 🔥

• deep-reinforcement-learning
• drl-trading-agents
• stock-trading
• drl-algorithms
• pythorch
• tensorflow2
• +8 more

25.The-Art-of-Hacking / h4cker

This repository is maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and incident response (DFIR), AI security, vulnerability research, exploit development, reverse engineering, and more. 🔥 Also check: https://hackertraining.org

• hacking
• penetration-testing
• hacking-series
• cybersecurity
• ethical-hacking
• hacker
• +14 more

26.pola-rs / polars

Extremely fast Query Engine for DataFrames, written in Rust

• dataframe-library
• dataframe
• dataframes
• rust
• arrow
• python
• +2 more

27.pixijs / pixijs

The HTML5 Creation Engine: Create beautiful digital content with the fastest, most flexible 2D WebGL renderer.

• canvas2d
• pixijs
• javascript
• webgl
• glsl
• canvas
• +7 more

28.akfamily / akshare

AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库

• futures
• financial-data
• data-science
• quant
• fundamental
• akshare
• +14 more

29.viettranx / 3dviz-pro-max

Agent skill for creative 3D visualization: turn an idea into a Three.js/Blender scene worth exploring. Claude Code + Codex plugin, 223 recipes, 440 knowledge records, 22 proved kits, 37 runnable studies.

• 3d
• agent-skill
• blender
• claude-code
• codex
• gltf
• +2 more

30.microsoft / RD-Agent

Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through R&D-Agent, which lets AI drive data-driven AI. 🔗https://aka.ms/RD-Agent-Tech-Report

• agent
• ai
• automation
• data-mining
• data-science
• development
• +2 more

31.eriklindernoren / ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

• machine-learning
• deep-learning
• deep-reinforcement-learning
• machine-learning-from-scratch
• data-science
• data-mining
• +1 more

32.heise3 / ExtremaRank

Native R and Python sample-deletion robustness for omics: candidate certificates, minimum deletion bounds, Bioconductor model refits and donor-level pseudobulk

• bioinformatics
• exact-optimization
• metabolomics
• paired-data
• proteomics
• python
• +14 more

33.eugeneyan / applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

• applied-machine-learning
• production
• applied-data-science
• machine-learning
• data-science
• reinforcement-learning
• +8 more

34.jakevdp / PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

• scikit-learn
• numpy
• python
• jupyter-notebook
• matplotlib
• pandas

35.GokuMohandas / Made-With-ML

Learn how to develop, deploy and iterate on production-grade ML applications.

• machine-learning
• deep-learning
• pytorch
• natural-language-processing
• data-science
• python
• +8 more

36.UFund-Me / Qbot

[🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant

• funds
• machine-learning
• pytrade
• quantitative-finance
• quantitative-trading
• quantization
• +11 more

37.microsoft / mcp-for-beginners

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

• csharp
• java
• javascript
• mcp
• mcp-client
• mcp-security
• +8 more

38.mrdbourke / pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

• pytorch
• machine-learning
• deep-learning

39.AI4Finance-Foundation / FinGPT

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

• chatgpt
• finance
• fintech
• large-language-models
• machine-learning
• nlp
• +7 more

40.cvat-ai / cvat

CVAT is a leading data annotation platform for image, video, audio, and 3D datasets. It offers open-source, cloud, and enterprise products, as well as labeling services, with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.

• video-annotation
• computer-vision
• computer-vision-annotation
• image-annotation
• annotation-tool
• annotation
• +14 more

41.academic / awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

• data-science
• machine-learning
• data-visualization
• science
• data-mining
• awesome-list
• +4 more

42.openai / CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

• deep-learning
• machine-learning

43.bloc97 / Anime4K

A High-Quality Real Time Upscaler for Anime Video

• anime
• upscaling
• upsampling
• video-processing
• video
• anime4k
• +7 more

44.AbuZar-Ansarii / PocketStrike

PocketStrike is a privacy-first mobile AI workstation. It combines zero-cloud native on-device GGUF inference (ARM NEON accelerated) │ with frontier cloud LLMs, multi-step ReAct agent tools, Model Context Protocol (MCP) servers, self-evolving cross-session memory, and FLUX neural image │ generation.

• agentic-ai
• agents
• ai
• ai-agents
• ai-tools
• android
• +10 more

45.pyannote / pyannote-audio

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

• pytorch
• speech-processing
• speaker-diarization
• speech-activity-detection
• speaker-change-detection
• speaker-embedding
• +5 more

46.facebookresearch / audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

47.microsoft / data-formulator

🪄 Data Formulator is an interactive AI-powered data analysis system makes it easy to connect, explore and visualize data.

48.allinurl / goaccess

GoAccess is a real-time web log analyzer and interactive viewer that runs in a terminal in *nix systems or through your browser.

• goaccess
• c
• real-time
• data-analysis
• analytics
• nginx
• +14 more

49.antvis / Infographic

🦋 An Infographic Generation and Rendering Framework, bring words to life with AI!

• infographic
• llm
• visualization
• ai
• antv

50.rougier / numpy-100

100 numpy exercises (with solutions)

• python
• numpy
• binder
• notebook
• exercises

51.lightgbm-org / LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

• gbdt
• gbm
• machine-learning
• data-mining
• distributed
• lightgbm
• +7 more

52.lutzroeder / netron

Visualizer for neural network, deep learning and machine learning models

• neural-network
• deep-learning
• machine-learning
• deeplearning
• machinelearning
• ai
• +10 more

53.thuml / Time-Series-Library

A Library for Advanced Deep Time Series Models for General Time Series Analysis.

• deep-learning
• time-series
• time-series-analysis

54.visgl / deck.gl

WebGL2 powered visualization framework

• webgl
• data-visualization
• javascript
• visualization
• python
• geospatial-analysis
• +1 more

55.evidence-dev / evidence

Business intelligence as code: build fast, interactive data visualizations in SQL and markdown

• analytics
• sql
• business-intelligence
• data-visualization
• dbt
• duckdb
• +8 more

56.meodai / color-names

Large list of handpicked color names 🌈

• colors
• color
• naming
• colour
• colours
• palette
• +3 more

57.explosion / spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

• natural-language-processing
• data-science
• machine-learning
• python
• cython
• nlp
• +11 more

58.AMAI-GmbH / AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

• deep-learning
• artificial-intelligence
• roadmap
• ai-roadmap
• machine-learning
• study-plan
• +4 more

59.chartjs / Chart.js

Simple HTML5 Charts using the <canvas> tag

• javascript
• chart
• html5
• canvas
• graph
• html5-charts

60.recharts / recharts

Redefined chart library built with React and D3

• react
• charting-library
• recharts
• d3
• chart
• components
• +4 more

61.afshinea / stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

• cheatsheet
• machine-learning
• data-science
• supervised-learning
• unsupervised-learning
• deep-learning
• +2 more

62.leeoniya / uPlot

📈 A small, fast chart for time series, lines, areas, ohlc & bars

• time-series
• ohlc
• line-chart
• performance
• lightweight
• plotting
• +10 more

63.joke2k / faker

Faker is a Python package that generates fake data for you.

• python
• fake
• testing
• dataset
• fake-data
• test-data
• +3 more

64.shap / shap

A game theoretic approach to explain the output of any machine learning model.

• interpretability
• machine-learning
• deep-learning
• gradient-boosting
• shap
• shapley
• +1 more

65.boyter / scc

Sloc, Cloc and Code: scc is a very fast accurate code counter with complexity calculations and COCOMO estimates written in pure Go

• sloccount
• cloc
• complexity
• tokei
• windows
• linux
• +7 more

66.oxnr / awesome-bigdata

A curated list of awesome big data frameworks, ressources and other awesomeness.

• awesome
• bigdata
• data-warehouse
• data-analytics
• data-visualization
• data-stream
• +9 more

67.recommenders-team / recommenders

Best Practices on Recommendation Systems

• machine-learning
• recommender
• ranking
• deep-learning
• python
• jupyter-notebook
• +11 more

68.srush / GPU-Puzzles

Solve puzzles. Learn CUDA.

• cuda
• machine-learning
• puzzles

69.suno-ai / bark

🔊 Text-Prompted Generative Audio Model

70.antvis / G6

♾ A Graph Visualization Framework in JavaScript.

• graph-drawing
• tree
• network
• graph
• visualization
• data-visualization
• +4 more

71.keplergl / kepler.gl

Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.

• data-visualization
• geospatial
• visualization
• mapbox
• kepler

72.fchollet / deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

73.plotly / plotly.py

The interactive graphing library for Python :sparkles:

• python
• d3
• plotly
• plotlyjs
• webgl
• dashboard
• +8 more

74.trekhleb / homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

• python
• jupyter
• jupyter-notebook
• machine-learning
• machinelearning
• machine-learning-algorithms
• +1 more

75.influxdata / telegraf

Agent for collecting, processing, aggregating, and writing metrics, logs, and other arbitrary data.

• telegraf
• monitoring
• time-series
• metrics
• golang
• influxdb
• +10 more

76.microsoft / IoT-For-Beginners

12 Weeks, 24 Lessons, IoT for All!

• iot
• microcontroller
• raspberry-pi
• rpi
• cpp
• python
• +4 more

77.meta / prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

• forecasting
• r
• python

78.blue-yonder / tsfresh

Automatic extraction of relevant features from time series:

• data-science
• feature-extraction
• time-series

79.drivendataorg / cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

• cookiecutter-data-science
• cookiecutter
• cookiecutter-template
• data-science
• machine-learning
• ai

80.wandb / wandb

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

• machine-learning
• experiment-track
• deep-learning
• keras
• tensorflow
• pytorch
• +13 more

81.yandexdataschool / nlp_course

YSDA course in Natural Language Processing

82.cs231n / cs231n.github.io

Public facing notes page

83.glushchenko / fsnotes

Fast Markdown note-taking app for Mac and iPhone

• macos
• notebook
• note-taking
• notes-app
• swift
• ios
• +1 more

84.plotly / dash

Data Apps & Dashboards for Python. No JavaScript Required.

• dash
• plotly
• data-visualization
• data-science
• gui-framework
• flask
• +12 more

85.poloclub / cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

• deep-learning
• visualization
• interactive-visualizations
• visual-learning
• machine-learning

86.MorvanZhou / tutorials

机器学习相关教程

• machine-learning
• neural-network
• tensorflow
• python
• sklearn
• theano
• +3 more

87.cupy / cupy

NumPy & SciPy for GPU

• cuda
• cudnn
• cublas
• cusolver
• nccl
• python
• +12 more

88.mbrlabs / Lorien

Infinite canvas drawing/whiteboarding app for Windows, Linux and macOS. Made with Godot.

• notebook
• drawing-app
• godot-engine
• vector-graphics
• note-taking
• whiteboard
• +1 more

89.pyvista / pyvista

3D visualization and mesh analysis for science and engineering

• vtk
• python
• visualization
• 3d
• meshviewer
• scientific-visualization
• +6 more

90.zalandoresearch / fashion-mnist

A MNIST-like fashion product database. Benchmark :point_down:

• mnist
• deep-learning
• benchmark
• machine-learning
• dataset
• computer-vision
• +5 more

91.vidstack / player

Deprecated in favour of Video.js 10; security fixes only until January 2028. UI components and hooks for building video and audio players on the web.

• player
• web-components
• html
• javascript
• hls
• audio
• +14 more

92.lukas-blecher / LaTeX-OCR

pix2tex: Using a ViT to convert images of equations into LaTeX code.

• machine-learning
• transformer
• im2latex
• deep-learning
• image2text
• latex
• +11 more

93.AkashSingh3031 / The-Complete-FAANG-Preparation

Dive into this repository, a comprehensive resource covering Data Structures, Algorithms, 450 DSA by Love Babbar, Striver DSA sheet, Apna College DSA Sheet, and FAANG Questions! 🚀 That's not all! We've got Technical Subjects like Operating Systems, DBMS, SQL, Computer Networks, and Object-Oriented Programming, all waiting for you.

• interview-questions
• dsa
• dbms
• sql
• aptitude
• algorithms
• +14 more

94.mtahiraslan / data-analyst-roadmap

Based on my own experience, I believe this roadmap provides clear answers to all the key questions about becoming a data analyst from scratch, including which technologies and programming languages to learn, what soft skills are essential, and how to start a professional career in this field.

• blogs
• businessintelligence
• courses
• data
• dataanalysis
• dataanalyst
• +14 more

95.dennybritz / reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

96.guidance-ai / guidance

A guidance language for controlling large language models.

97.techniq / layerchart

Composable Svelte chart components to build a large variety of visualizations

• d3
• svelte
• svelte-components

98.jacomyal / sigma.js

A JavaScript library aimed at visualizing graphs of thousands of nodes and edges

• javascript
• graph-drawing
• data-visualization
• graph-drawing-framework
• webgl
• graph
• +1 more

99.artidoro / qlora

QLoRA: Efficient Finetuning of Quantized LLMs

100.rasbt / deeplearning-models

A collection of various deep learning architectures, models, and tips