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 284 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.Asabeneh / 30-Days-Of-Python
The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than 100 days. Follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw
- 30-days-of-python
- python
- flask
- github
- heroku
- matplotlib
- +9 more
+16,594 stars
from 61,290 · score 9.72
4.google-research / timesfm
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
+15,781 stars
from 19,214 · score 9.67
5.sansan0 / TrendRadar
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
- data-analysis
- python
- trending-topics
- news
- hot-news
- docker
- +10 more
+7,453 stars
from 55,895 · score 8.92
6.PostHog / posthog
:hedgehog: PostHog is the leading platform for building self-driving products. Our developer tools – AI observability, analytics, session replay, flags, experiments, error tracking, logs, and more – capture all the context agents need to diagnose problems, uncover opportunities, and ship fixes. Steer it all from Slack, web, desktop, or the MCP.
+6,772 stars
from 33,809 · score 8.82
7.pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
- neural-network
- autograd
- gpu
- numpy
- deep-learning
- tensor
- +2 more
+6,186 stars
from 98,884 · score 8.73
8.d2l-ai / d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
+5,130 stars
from 77,066 · score 8.54
9.OpenDCAI / DataFlow
[SIGMOD'27] Easy Data Preparation with latest LLMs-based Operators and Pipelines.
- data
- data-cleaning
- data-pipelines
- data-processing
- data-science
- data-synthesis
- +7 more
+5,107 stars
from 3,292 · score 8.54
10.SimplifyJobs / Summer2027-Internships
Summer 2027 software engineering, data science, AI, quant, product management, and hardware internship postings. Updated daily by Simplify and Pitt CSC.
- interview-preparation
- internships
- jobs
- university
- fall-2026
- github
- +3 more
+4,615 stars
from 43,647 · score 8.44
11.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
12.apache / superset
Apache Superset is a Data Visualization and Data Exploration Platform
- superset
- apache
- apache-superset
- data-visualization
- data-viz
- analytics
- +12 more
+3,149 stars
from 72,238 · score 8.06
13.Canner / WrenAI
GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more.
- bigquery
- duckdb
- llm
- postgresql
- rag
- text-to-sql
- +14 more
+3,145 stars
from 14,887 · score 8.05
14.marimo-team / marimo
A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.
- notebooks
- python
- data-science
- machine-learning
- artificial-intelligence
- data-visualization
- +7 more
+2,778 stars
from 20,619 · score 7.93
15.Arize-ai / phoenix
AI Observability & Evaluation
- llmops
- ai-monitoring
- ai-observability
- llm-eval
- aiengineering
- datasets
- +10 more
+2,646 stars
from 9,449 · score 7.88
16.ranaroussi / yfinance
Download market data from Yahoo! Finance's API
- python
- pandas
- yahoo-finance-api
- yahoo-finance
- stock-data
- market-data
- +2 more
+2,547 stars
from 23,235 · score 7.84
17.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
18.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
19.scikit-learn / scikit-learn
scikit-learn: machine learning in Python
+2,435 stars
from 65,529 · score 7.80
20.666ghj / BettaFish
微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。
- agent-framework
- data-analysis
- multi-agent-system
- nlp
- public-opinion-analysis
- python3
- +4 more
+2,422 stars
from 40,139 · score 7.79
21.apache / airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
+2,317 stars
from 45,026 · score 7.75
22.bbfamily / abu
阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构
- quant
- trade
- machine-learning
- bitcoin
- algorithmic-trading
- quantitative-trading
- +5 more
+2,228 stars
from 16,873 · score 7.71
23.ActivityWatch / activitywatch
The best free and open-source automated time tracker. Cross-platform, extensible, privacy-focused.
- quantified-self
- activitywatch
- productivity
- time-tracking
- time-tracker
- afk
- +6 more
+2,183 stars
from 17,282 · score 7.69
24.marceloprates / prettymaps
Draw pretty maps from OpenStreetMap data! Built with osmnx +matplotlib + shapely
- matplotlib
- jupyter-notebook
- python
- generative-art
- cartography
- maps
- +1 more
+2,141 stars
from 12,179 · score 7.67
25.streamlit / streamlit
Streamlit — A faster way to build and share data apps.
- python
- machine-learning
- data-science
- deep-learning
- data-visualization
- streamlit
- +2 more
+2,088 stars
from 44,113 · score 7.64
26.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
27.ray-project / ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
+2,008 stars
from 42,166 · score 7.61
28.pandas-dev / pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
- data-analysis
- pandas
- flexible
- alignment
- python
- data-science
+1,994 stars
from 48,290 · score 7.60
29.PrefectHQ / prefect
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
- python
- workflow
- data-engineering
- data-science
- workflow-engine
- prefect
- +8 more
+1,955 stars
from 22,150 · score 7.58
30.gradio-app / gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
- machine-learning
- models
- ui
- ui-components
- interface
- python
- +8 more
+1,800 stars
from 42,159 · score 7.50
+1,516 stars
from 31,710 · score 7.32
+1,513 stars
from 10,877 · score 7.32
33.pymupdf / PyMuPDF
PyMuPDF is a high performance Python library for data extraction, analysis, conversion & manipulation of PDF (and other) documents.
+1,492 stars
from 9,548 · score 7.31
34.d2l-ai / d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
+1,407 stars
from 28,575 · score 7.25
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.airbytehq / airbyte
Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.
- data
- pipeline
- data-analysis
- data-engineering
- java
- python
- +14 more
+1,213 stars
from 21,082 · score 7.10
37.dagster-io / dagster
An orchestration platform for the development, production, and observation of data assets.
- data-pipelines
- dagster
- workflow
- data-science
- workflow-automation
- python
- +9 more
+1,030 stars
from 15,331 · score 6.94
38.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
39.reflex-dev / reflex
🕸️ Web apps in pure Python 🐍
- python
- framework
- open-source
- gui
- dashboard
- fullstack
- +5 more
+947 stars
from 28,038 · score 6.85
40.pathwaycom / pathway
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
+854 stars
from 61,173 · score 6.75
41.matplotlib / matplotlib
matplotlib: plotting with Python
- matplotlib
- data-visualization
- data-science
- python
- qt
- wx
- +3 more
+805 stars
from 22,604 · score 6.69
42.huggingface / datasets
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
+729 stars
from 21,373 · score 6.59
43.waditu / tushare
TuShare is a utility for crawling historical data of China stocks
- python
- finance
- fintech
- stock-market
- stock-data
- tushare
- +2 more
+728 stars
from 14,744 · score 6.59
44.rougier / numpy-100
100 numpy exercises (with solutions)
+717 stars
from 13,946 · score 6.58
45.keras-team / keras
Deep Learning for humans
+689 stars
from 63,722 · score 6.54
46.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
47.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
48.sinaptik-ai / pandas-ai
Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.
+632 stars
from 23,294 · score 6.45
49.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
- automl
- machine-learning
- data-science
- deep-learning
- ensemble-learning
- computer-vision
- +14 more
+591 stars
from 10,216 · score 6.38
50.simonw / datasette
An open source multi-tool for exploring and publishing data
+572 stars
from 10,962 · score 6.35
51.fivetran / great_expectations
Always know what to expect from your data.
- pipeline-tests
- dataquality
- datacleaning
- datacleaner
- data-science
- data-profiling
- +14 more
+516 stars
from 11,396 · score 6.25
52.Lightning-AI / pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
+481 stars
from 30,956 · score 6.18
53.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
54.donnemartin / data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
- python
- machine-learning
- deep-learning
- data-science
- big-data
- aws
- +13 more
+472 stars
from 28,914 · score 6.16
55.plotly / plotly.py
The interactive graphing library for Python :sparkles:
+471 stars
from 18,397 · score 6.16
56.rougier / scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
- python
- matplotlib
- dataviz
- scientific-publications
- book
- open-access
- +2 more
+467 stars
from 11,199 · score 6.15
57.Avaiga / taipy
Turns Data and AI algorithms into production-ready web applications in no time.
+457 stars
from 18,996 · score 6.13
58.treeverse / dvc
🦉 Data Versioning and ML Experiments
- data-science
- machine-learning
- reproducibility
- data-version-control
- developer-tools
- ai
- +1 more
+448 stars
from 15,506 · score 6.11
59.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
60.tqdm / tqdm
:zap: A Fast, Extensible Progress Bar for Python and CLI
- progressbar
- progressmeter
- progress-bar
- meter
- rate
- console
- +14 more
+418 stars
from 30,956 · score 6.04
61.statsmodels / statsmodels
Statsmodels: statistical modeling and econometrics in Python
- python
- statistics
- econometrics
- data-analysis
- generalized-linear-models
- timeseries-analysis
- +7 more
+409 stars
from 11,324 · score 6.02
62.saulpw / visidata
A terminal spreadsheet multitool for discovering and arranging data
+407 stars
from 9,029 · score 6.01
63.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
64.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
65.joke2k / faker
Faker is a Python package that generates fake data for you.
+387 stars
from 19,091 · score 5.96
66.feast-dev / feast
The Open Source Feature Store for AI/ML
- machine-learning
- features
- ml
- big-data
- feature-store
- python
- +4 more
+385 stars
from 6,967 · score 5.96
67.sktime / sktime
A unified framework for machine learning with time series
- time-series
- machine-learning
- scikit-learn
- time-series-classification
- time-series-regression
- forecasting
- +9 more
+379 stars
from 9,706 · score 5.94
68.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
69.online-ml / river
🌊 Online machine learning in Python
- incremental-learning
- machine-learning
- python
- online-learning
- online-statistics
- data-science
- +6 more
+360 stars
from 5,781 · score 5.89
70.ozeranskii / httptap
Rich-powered CLI that breaks each HTTP request into DNS, connect, TLS, wait, and transfer phases with waterfall timelines, compact summaries, or metrics-only output.
- cli
- diagnostics
- http
- http2
- monitoring
- networking
- +5 more
+359 stars
from 487 · score 5.89
71.Kanaries / pygwalker
PyGWalker: Turn your dataframe into an interactive UI for visual analysis
- data-analysis
- pandas
- tableau
- tableau-alternative
- visualization
- data-exploration
- +3 more
+336 stars
from 15,667 · score 5.82
72.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
73.mwaskom / seaborn
Statistical data visualization in Python
+331 stars
from 13,763 · score 5.81
74.cleanlab / cleanlab
Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
- weak-supervision
- data-cleaning
- data-quality
- noisy-labels
- data-centric-ai
- out-of-distribution-detection
- +14 more
+327 stars
from 11,397 · score 5.79
75.Netflix / metaflow
Build, Manage and Deploy AI/ML Systems
- machine-learning
- model-management
- ai
- ml
- ml-platform
- ml-infrastructure
- +14 more
+307 stars
from 10,027 · score 5.73
76.ijl / orjson
Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
- json
- python
- rust
- serialization
- datetime
- pyo3
- +3 more
+287 stars
from 7,996 · score 5.66
77.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
79.Yorko / mlcourse.ai
Open Machine Learning Course
+263 stars
from 10,510 · score 5.58
80.unit8co / darts
A python library for user-friendly forecasting and anomaly detection on time series.
- python
- time-series
- forecasting
- machine-learning
- deep-learning
- anomaly-detection
- +1 more
+256 stars
from 9,316 · score 5.55
81.zenml-io / zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
- mlops
- machine-learning
- data-science
- production-ready
- devops-tools
- zenml
- +14 more
+254 stars
from 5,379 · score 5.54
82.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
83.jupyterlab / jupyter-ai
An open source extension that connects AI agents to computational notebooks in JupyterLab.
+252 stars
from 4,181 · score 5.53
84.numba / numba
NumPy aware dynamic Python compiler using LLVM
+250 stars
from 10,946 · score 5.53
+249 stars
from 4,531 · score 5.52
86.chdb-io / chdb
chDB is an in-process OLAP SQL Engine 🚀 powered by ClickHouse
- data-science
- database
- embedded-database
- olap
- python
- sql
- +4 more
+249 stars
from 2,672 · score 5.52
87.Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
- deep-learning
- forecasting
- esrnn
- nbeats
- nbeatsx
- time-series
- +14 more
+247 stars
from 4,055 · score 5.51
88.kedro-org / kedro
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
- kedro
- hacktoberfest
- mlops
- python
- machine-learning
- machine-learning-engineering
- +3 more
+240 stars
from 10,800 · score 5.48
89.zalandoresearch / fashion-mnist
A MNIST-like fashion product database. Benchmark :point_down:
+223 stars
from 12,656 · score 5.41
90.exaloop / codon
A high-performance, zero-overhead, extensible Python compiler with built-in NumPy support
+221 stars
from 16,644 · score 5.40
91.aimhubio / aim
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
+219 stars
from 6,071 · score 5.39
92.HumanSignal / labelImgArchived
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.
- python2
- python3
- annotations
- tools
- imagenet
- deep-learning
- +3 more
+216 stars
from 24,815 · score 5.38
93.Nixtla / statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
- time-series
- statistics
- forecasting
- arima
- econometrics
- machine-learning
- +14 more
+214 stars
from 4,744 · score 5.37
94.doccano / doccano
Open source annotation tool for machine learning practitioners.
- natural-language-processing
- machine-learning
- annotation-tool
- python
- datasets
- dataset
- +6 more
+205 stars
from 10,603 · score 5.33
95.unionai-oss / pandera
A light-weight, flexible, and expressive statistical data testing library
+201 stars
from 4,306 · score 5.31
+190 stars
from 13,754 · score 5.25
97.ibis-project / ibis
the portable Python dataframe library
- python
- impala
- pandas
- database
- clickhouse
- postgresql
- +12 more
+190 stars
from 6,498 · score 5.25
98.sergree / matchering
🎚️ Open Source Audio Matching and Mastering
+188 stars
from 2,490 · score 5.24
+179 stars
from 5,111 · score 5.19
100.mckinsey / vizro
Vizro is a low-code toolkit for building high-quality data visualization apps.
- dashboard
- plotly
- plotly-dash
- python
- pydantic
- data-visualization
- +1 more
+172 stars
from 3,646 · score 5.15