1.public-apis / public-apis
A collective list of free APIs
+65,842 stars
from 428,739 · score 11.10
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
1–100 of 404 by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)
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
+35,871 stars
from 19,793 · score 10.49
3.microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
+23,741 stars
from 46,703 · score 10.08
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
+18,775 stars
from 59,843 · score 9.84
5.lfnovo / open-notebook
An Open Source implementation of Notebook LM with more flexibility and features
- assistant
- learning
- note-taking
- notebook
- notes-app
- self-learning
+18,602 stars
from 22,703 · score 9.83
6.microsoft / generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
+13,650 stars
from 109,114 · score 9.52
7.anthropics / claude-cookbooks
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
+12,243 stars
from 41,828 · score 9.41
8.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
+7,083 stars
from 84,849 · score 8.87
9.patchy631 / ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
+5,928 stars
from 34,289 · score 8.69
10.awesomedata / awesome-public-datasets
A topic-centric list of HQ open datasets.
- opendata
- aaron-swartz
- awesome-public-datasets
- datasets
+5,174 stars
from 74,725 · score 8.55
11.duckdb / duckdb
DuckDB is a high-performance analytical database system
+5,075 stars
from 37,659 · score 8.53
12.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
+4,569 stars
from 17,101 · score 8.43
13.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
+4,452 stars
from 18,709 · score 8.40
14.openai / openai-cookbook
Examples and guides for using the OpenAI API
+4,220 stars
from 72,687 · score 8.35
15.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
+3,996 stars
from 25,990 · score 8.29
+3,661 stars
from 21,530 · score 8.21
17.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
+3,658 stars
from 36,193 · score 8.20
18.microsoft / Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
- data-science
- python
- data-visualization
- data-analysis
- pandas
- microsoft-for-beginners
+2,959 stars
from 34,923 · score 7.99
19.karpathy / micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
+2,915 stars
from 15,632 · score 7.98
20.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+2,738 stars
from 47,154 · score 7.92
21.jakevdp / PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
+2,692 stars
from 47,618 · score 7.90
22.microsoft / data-formulator
🪄 Data Formulator is an interactive AI-powered data analysis system makes it easy to connect, explore and visualize data.
+2,529 stars
from 15,115 · score 7.84
23.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
+2,467 stars
from 12,710 · score 7.81
24.pola-rs / polars
Extremely fast Query Engine for DataFrames, written in Rust
- dataframe-library
- dataframe
- dataframes
- rust
- arrow
- python
- +2 more
+2,134 stars
from 38,114 · score 7.67
25.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
+2,134 stars
from 28,632 · score 7.67
26.antvis / Infographic
🦋 An Infographic Generation and Rendering Framework, bring words to life with AI!
- infographic
- llm
- visualization
- ai
- antv
+2,118 stars
from 4,944 · score 7.66
27.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
+2,088 stars
from 31,160 · score 7.64
28.AI4Finance-Foundation / FinRL
FinRL®: Financial Reinforcement Learning. 🔥
- deep-reinforcement-learning
- drl-trading-agents
- stock-trading
- drl-algorithms
- pythorch
- tensorflow2
- +8 more
+2,011 stars
from 14,938 · score 7.61
29.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
+1,750 stars
from 17,016 · score 7.47
30.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
+1,748 stars
from 15,832 · score 7.47
31.mrdbourke / pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
+1,722 stars
from 17,607 · score 7.45
32.pixijs / pixijs
The HTML5 Creation Engine: Create beautiful digital content with the fastest, most flexible 2D WebGL renderer.
+1,689 stars
from 46,923 · score 7.43
33.AI4Finance-Foundation / FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
+1,688 stars
from 19,820 · score 7.43
+1,513 stars
from 10,877 · score 7.32
35.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
+1,378 stars
from 15,666 · score 7.23
36.openai / CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
+1,322 stars
from 33,231 · score 7.19
37.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
+1,312 stars
from 28,950 · score 7.18
+1,283 stars
from 18,353 · score 7.16
39.influxdata / telegraf
Agent for collecting, processing, aggregating, and writing metrics, logs, and other arbitrary data.
- telegraf
- monitoring
- time-series
- metrics
- golang
- influxdb
- +10 more
+1,110 stars
from 16,782 · score 7.01
40.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
+1,106 stars
from 19,253 · score 7.01
41.algorithm-visualizer / algorithm-visualizer
:fireworks:Interactive Online Platform that Visualizes Algorithms from Code
- algorithm
- data-structure
- visualization
- animation
+1,095 stars
from 48,276 · score 7.00
42.lutzroeder / netron
Visualizer for neural network, deep learning and machine learning models
- neural-network
- deep-learning
- machine-learning
- deeplearning
- machinelearning
- ai
- +10 more
+975 stars
from 32,665 · score 6.88
43.thuml / Time-Series-Library
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
+964 stars
from 12,072 · score 6.87
44.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
+919 stars
from 9,826 · score 6.82
45.bloc97 / Anime4K
A High-Quality Real Time Upscaler for Anime Video
- anime
- upscaling
- upsampling
- video-processing
- video
- anime4k
- +7 more
+828 stars
from 20,762 · score 6.72
46.evidence-dev / evidence
Business intelligence as code: build fast, interactive data visualizations in SQL and markdown
+821 stars
from 6,258 · score 6.71
47.recharts / recharts
Redefined chart library built with React and D3
- react
- charting-library
- recharts
- d3
- chart
- components
- +4 more
+736 stars
from 26,944 · score 6.60
48.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
+724 stars
from 18,219 · score 6.59
49.chartjs / Chart.js
Simple HTML5 Charts using the <canvas> tag
+721 stars
from 67,051 · score 6.58
50.rougier / numpy-100
100 numpy exercises (with solutions)
+717 stars
from 13,946 · score 6.58
51.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
+688 stars
from 20,421 · score 6.54
52.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.
+671 stars
from 23,111 · score 6.51
53.vanna-ai / vannaArchived
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄.
+669 stars
from 23,134 · score 6.51
54.explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
- natural-language-processing
- data-science
- machine-learning
- python
- cython
- nlp
- +11 more
+634 stars
from 33,376 · score 6.45
55.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
+626 stars
from 30,704 · score 6.44
56.visgl / deck.gl
WebGL2 powered visualization framework
- webgl
- data-visualization
- javascript
- visualization
- python
- geospatial-analysis
- +1 more
+625 stars
from 14,101 · score 6.44
57.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
+576 stars
from 25,266 · score 6.36
58.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
+552 stars
from 11,752 · score 6.32
59.boyter / scc
Sloc, Cloc and Code: scc is a very fast accurate code counter with complexity calculations and COCOMO estimates written in pure Go
+541 stars
from 8,316 · score 6.30
60.leeoniya / uPlot
📈 A small, fast chart for time series, lines, areas, ohlc & bars
- time-series
- ohlc
- line-chart
- performance
- lightweight
- plotting
- +10 more
+534 stars
from 10,072 · score 6.28
+496 stars
from 12,060 · score 6.21
+492 stars
from 38,795 · score 6.20
63.plotly / dash
Data Apps & Dashboards for Python. No JavaScript Required.
- dash
- plotly
- data-visualization
- data-science
- gui-framework
- flask
- +12 more
+473 stars
from 24,001 · score 6.16
64.guidance-ai / guidance
A guidance language for controlling large language models.
+471 stars
from 21,342 · score 6.16
65.plotly / plotly.py
The interactive graphing library for Python :sparkles:
+471 stars
from 18,397 · score 6.16
66.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
+464 stars
from 24,381 · score 6.14
67.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
+435 stars
from 14,278 · score 6.08
68.recommenders-team / recommenders
Best Practices on Recommendation Systems
- machine-learning
- recommender
- ranking
- deep-learning
- python
- jupyter-notebook
- +11 more
+424 stars
from 21,549 · score 6.05
69.microsoft / IoT-For-Beginners
12 Weeks, 24 Lessons, IoT for All!
- iot
- microcontroller
- raspberry-pi
- rpi
- cpp
- python
- +4 more
+416 stars
from 16,753 · score 6.03
70.DebugSwift / DebugSwift
A toolkit to make debugging iOS applications easier 🚀
+410 stars
from 2,036 · score 6.02
71.fchollet / deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
+400 stars
from 19,959 · score 5.99
72.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
+397 stars
from 16,203 · score 5.99
73.meta-llama / llama-cookbook
Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services
+393 stars
from 18,184 · score 5.98
+389 stars
from 20,704 · score 5.97
75.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
+388 stars
from 20,082 · score 5.96
76.joke2k / faker
Faker is a Python package that generates fake data for you.
+387 stars
from 19,091 · score 5.96
77.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
+367 stars
from 9,756 · score 5.91
78.hxu296 / leetcode-company-wise-problems-2022
Lists of company wise questions available on leetcode premium. Every csv file in the companies directory corresponds to a list of questions on leetcode for a specific company based on the leetcode company tags. Updated as of May, 2022.
+350 stars
from 11,045 · score 5.86
79.antvis / G6
♾ A Graph Visualization Framework in JavaScript.
- graph-drawing
- tree
- network
- graph
- visualization
- data-visualization
- +4 more
+346 stars
from 12,023 · score 5.85
80.cytoscape / cytoscape.js
Graph theory (network) library for visualisation and analysis
- cytoscapejs
- graph-theory
- visualisation
- analysis
- javascript
- network
- +1 more
+337 stars
from 10,923 · score 5.82
81.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
+334 stars
from 10,977 · score 5.81
82.blue-yonder / tsfresh
Automatic extraction of relevant features from time series:
- data-science
- feature-extraction
- time-series
+334 stars
from 9,152 · score 5.81
83.keplergl / kepler.gl
Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.
+333 stars
from 11,744 · score 5.81
84.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
+332 stars
from 788 · score 5.81
85.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
+293 stars
from 6,576 · score 5.68
86.Data-Centric-AI-Community / fg-data-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
- pandas-profiling
- pandas-dataframe
- statistics
- jupyter-notebook
- exploration
- data-science
- +14 more
+282 stars
from 13,463 · score 5.65
+270 stars
from 12,819 · score 5.60
88.yandexdataschool / nlp_course
YSDA course in Natural Language Processing
+270 stars
from 10,484 · score 5.60
+264 stars
from 10,831 · score 5.58
90.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
+263 stars
from 3,453 · score 5.58
91.glushchenko / fsnotes
Fast Markdown note-taking app for Mac and iPhone
- macos
- notebook
- note-taking
- notes-app
- swift
- ios
- +1 more
+261 stars
from 7,298 · score 5.57
92.plotly / plotly.js
Open-source JavaScript charting library behind Plotly and Dash
- data-visualization
- d3
- webgl
- plotly
- charting-library
- charts
- +3 more
+256 stars
from 18,121 · score 5.55
93.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.
+254 stars
from 21,916 · score 5.54
94.pyvista / pyvista
3D visualization and mesh analysis for science and engineering
- vtk
- python
- visualization
- 3d
- meshviewer
- scientific-visualization
- +6 more
+253 stars
from 3,618 · score 5.54
95.FavioVazquez / ds-cheatsheets
List of Data Science Cheatsheets to rule the world
- datascience
- python
- r
- spark
- programming
- jupyter
- +1 more
+252 stars
from 16,125 · score 5.53
+249 stars
from 4,531 · score 5.52
97.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
+243 stars
from 11,969 · score 5.50
98.NielsRogge / Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
- transformers
- pytorch
- bert
- vision-transformer
- layoutlm
- gpt-2
+242 stars
from 11,537 · score 5.49
99.CompVis / latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
+239 stars
from 13,944 · score 5.48
100.MIT-LCP / mimic-code
MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases
- mimic-iii
- critical-care
- icu
- physionet
+237 stars
from 3,192 · score 5.47