Topics / #pandas

Pandas projects on GitHub

Python library for tabular data manipulation and analysis.

As of , the most-starred Pandas projects on GitHub are Python-100-Days (187.3K stars), 30-Days-Of-Python (76.5K stars) and scikit-learn (67.7K stars). GitHub.Locker tracks 44 Pandas repositories with 1.1M stars combined. The fastest-growing on October 17 was solo_jev, with +143 stars in a day.

44Projects
1.1MStars in total
+488Stars in a day
Browse in the catalog →github.com/topics/pandas ↗

Hot right now

Most stars gained in a day · Oct 17

+143

solo_jev

0814wdwd/solo_jev · ★ 764

SOLO reorders the rows and fields of a dataset so an LLM decision backend with prefix caching can reuse computation across requests, running a natural-language decision over every row while returning results in the original row order.

+87

30-Days-Of-Python

Asabeneh/30-Days-Of-Python · ★ 76.5K

A free 30-day structured curriculum for learning Python from scratch, covering everything from basic syntax to building web APIs and working with databases.

+32

Python-100-Days

jackfrued/Python-100-Days · ★ 187.3K

A free, day-by-day Python curriculum by Luo Hao (骆昊) that takes a complete beginner through 100 days of lessons covering core language fundamentals, file and database handling, web development with Django, web scraping, data analysis, and machine learning.

+26

scikit-learn

scikit-learn/scikit-learn · ★ 67.7K

scikit-learn is a Python library for machine learning, offering ready-made algorithms for classification, regression, clustering, dimensionality reduction and more, built on top of SciPy.

The all-time top

44 projects · by stars

  1. #1 · jackfrued/Python-100-Days

    Python-100-Days

    A free, day-by-day Python curriculum by Luo Hao (骆昊) that takes a complete beginner through 100 days of lessons covering core language fundamentals, file and database handling, web development with Django, web scraping, data analysis, and machine learning.

    187.3K
  2. #2 · Asabeneh/30-Days-Of-Python

    30-Days-Of-Python

    A free 30-day structured curriculum for learning Python from scratch, covering everything from basic syntax to building web APIs and working with databases.

    76.5K
  3. #3 · scikit-learn/scikit-learn

    scikit-learn

    scikit-learn is a Python library for machine learning, offering ready-made algorithms for classification, regression, clustering, dimensionality reduction and more, built on top of SciPy.

    67.7K
  1. 4

    100-Days-Of-ML-Code

    51.9KAvik-Jain/100-Days-Of-ML-Code

    This is a personal learning log by Avik Jain documenting 100 days of machine learning coding, following the #100DaysOfMLCode challenge proposed by Siraj Raval. It records daily progress on ML topics with notes, code, and infographics.

  2. 5

    PythonDataScienceHandbook

    50.2Kjakevdp/PythonDataScienceHandbook · Jupyter Notebook

    This is the full text of the Python Data Science Handbook, provided as a set of free Jupyter notebooks covering the core Python data science stack.

  3. 6

    pandas

    50.2Kpandas-dev/pandas · Python

    pandas is a Python library providing fast, flexible data structures (Series and DataFrame) for working with labeled/relational data, aiming to be the fundamental building block for practical data analysis in Python.

  4. 7

    spark

    44.2Kapache/spark · Scala

    Apache Spark is a unified analytics engine for large-scale data processing, offering high-level APIs in Scala, Java, Python, and R on top of an optimized execution engine.

  5. 8

    ailearning

    42.6Kapachecn/ailearning · Python

    AiLearning is a Chinese-language, practice-first study guide covering data analysis, machine learning, linear algebra, PyTorch, NLTK, and TensorFlow 2, built mainly around code-along notes for the book 'Machine Learning in Action'.

  6. 9

    duckdb

    42.2Kduckdb/duckdb · C++

    DuckDB is a high-performance analytical SQL database system, designed to be fast, reliable, portable and easy to use, with a rich SQL dialect that goes far beyond basic SQL.

  7. 10

    Data-Science-For-Beginners

    37.6Kmicrosoft/Data-Science-For-Beginners · Jupyter Notebook

    A free 10-week, 20-lesson data science curriculum from Microsoft's Azure Cloud Advocates, built to take complete beginners from core concepts all the way to real-world projects.

  8. 11

    tqdm

    31.4Ktqdm/tqdm · Python

    A fast, extensible progress bar for Python and the CLI: wrap any iterable with tqdm(iterable) and your loop instantly shows a smart meter with percentage, speed and ETA.

  9. 12

    data-science-ipython-notebooks

    29.4Kdonnemartin/data-science-ipython-notebooks · Python

    A large curated collection of IPython/Jupyter notebooks covering the Python data science stack: deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, statistics with SciPy, pandas, matplotlib, NumPy, Kaggle competition analyses, big data (Spark, Hadoop MapReduce, HDFS), AWS, and command-line essentials.

  10. 13

    yfinance

    25.5Kranaroussi/yfinance · Python

    yfinance is a Python library that downloads financial and market data from Yahoo! Finance's API - stock quotes, live streaming, search and screener queries - straight from your Python code.

  11. 14

    pydata-book

    25Kwesm/pydata-book · Jupyter Notebook

    This is the companion repository of Jupyter notebooks and materials for the book 'Python for Data Analysis' by Wes McKinney, covering pandas, NumPy, and data analysis techniques.

  12. 15

    pandas-ai

    23.9Ksinaptik-ai/pandas-ai · Python

    PandasAI is a Python library that lets you ask questions about your data (SQL, CSV, parquet, dataframes) in plain natural language, powered by LLMs.

  13. 16

    100-Days-Of-ML-Code

    22.2KMLEveryday/100-Days-Of-ML-Code · Python

    The Chinese edition of the 100 Days of ML Code challenge: a day-by-day machine learning learning log with infographics, notes and Python code, spanning supervised and unsupervised learning. It translates the original challenge by Avik-Jain and has gathered 22k+ stars.

  14. 17

    datasets

    22.1Khuggingface/datasets · Python

    A lightweight Python library from Hugging Face that gives one-line dataloaders for a huge catalog of ready-to-use public datasets on the HF Hub, plus fast, reproducible preprocessing for Hub and local data.

  15. 18

    zipline

    20.2Kquantopian/zipline · Python

    Zipline is a Pythonic algorithmic trading library — an event-driven system for backtesting trading strategies written in Python. It is used in production as the backtesting and live-trading engine behind Quantopian.

  16. 19

    abu

    18.9Kbbfamily/abu · Python

    This is 'abu' (阿布量化), an open-source Python framework for building, backtesting and running quantitative trading strategies across US/A-share/HK stocks, futures, options and cryptocurrencies like Bitcoin, using machine learning to optimize the strategies.

  17. 20

    pygwalker

    16KKanaries/pygwalker · Python

    PyGWalker is a Python library that turns your pandas dataframe into an interactive UI for visual analysis, so you can explore and chart data with drag-and-drop right inside Jupyter Notebook.

  18. 21

    tushare

    15.5Kwaditu/tushare · Python

    TuShare is a Python utility for crawling, cleaning and storing historical and realtime data for China's stock and futures markets, built for quant analysts and anyone learning data analysis.

  19. 22

    cheatsheets-ai

    15.4Kkailashahirwar/cheatsheets-ai

    A curated collection of one-page cheat sheets covering popular machine learning and deep learning tools such as TensorFlow, Keras, NumPy, Pandas, Scikit-learn, Matplotlib, PySpark, Dask, and R's dplyr/tidyr, aimed at ML and DL researchers.

  20. 23

    Virgilio

    15Kvirgili0/Virgilio · Jupyter Notebook

    A free, open-source initiative that mentors anyone into Data Science: instead of drowning in a chaotic jungle of tutorials, you follow structured learning paths it has put together.

  21. 24

    pyodide

    14.9Kpyodide/pyodide · Python

    A port of CPython to WebAssembly (via Emscripten) — a Python distribution for the browser and Node.js that can install and run Python packages from PyPI right where JavaScript runs.

  22. 25

    machine-learning-zoomcamp

    14.8KDataTalksClub/machine-learning-zoomcamp · Jupyter Notebook

    Machine Learning Zoomcamp is a free, hands-on course that teaches you how to build, evaluate, and deploy real machine learning systems, going from a raw problem all the way to a production service.

  23. 26

    seaborn

    14.1Kmwaskom/seaborn · Python

    Seaborn is a Python visualization library based on matplotlib that provides a high-level interface for drawing attractive statistical graphics.

  24. 27

    dask

    13.9Kdask/dask · Python

    Dask is a flexible parallel computing library for analytics — it runs Python data workloads as scheduled tasks so they can use many cores or machines instead of a single process.

  25. 28

    fg-data-profiling

    13.7KData-Centric-AI-Community/fg-data-profiling · Python

    fg-data-profiling (formerly ydata-profiling / pandas-profiling) is a Python package that generates a one-line exploratory data analysis (EDA) report for pandas or Spark DataFrames, similar to df.describe() but far more detailed.

  26. 29

    Ai-Learn

    13.4Ktangyudi/Ai-Learn

    This is a free, structured roadmap of nearly 200 hands-on AI learning projects covering Python, math, machine learning, data analysis, deep learning, computer vision and NLP, created by instructor Tangyudi (唐宇迪) to help beginners become job-ready in AI.

  27. 30

    pandas_exercises

    13.2Kguipsamora/pandas_exercises · Jupyter Notebook

    A collection of exercises for practicing pandas, the Python data analysis library, organized by topic like filtering, grouping, merging, and visualization.

  28. 31

    tutorials

    13.1KMorvanZhou/tutorials · Python

    This is a large collection of beginner-friendly Python tutorials by MorvanZhou (莫烦Python) covering machine learning, deep learning, reinforcement learning and related tools, each tutorial paired with a video lesson.

  29. 32

    ta-lib-python

    12.3KTA-Lib/ta-lib-python · Cython

    A Python wrapper around the TA-Lib C library for technical analysis of financial market data: 150+ indicators such as RSI, MACD and Bollinger Bands, plus candlestick pattern recognition.

  30. 33

    lancedb

    11.7Klancedb/lancedb · Rust

    LanceDB is an open-source vector database for multimodal AI: a central platform where you store, index and search petabytes of vectors and multimodal data, built for fast, production-ready retrieval.

  31. 34

    statsmodels

    11.7Kstatsmodels/statsmodels · Python

    statsmodels is a Python package for statistical modeling and econometrics, providing estimation and inference for a wide range of statistical models as a complement to scipy.

  32. 35

    QUANTAXIS

    11.3Kyutiansut/QUANTAXIS · Python

    QUANTAXIS is a local-first quantitative trading framework for China's stock, futures and options markets, covering data fetching, backtesting, paper trading, live trading, visualization and multi-account management, with support for distributed task scheduling.

  33. 36

    mlcourse.ai

    10.8KYorko/mlcourse.ai · Python

    An open Machine Learning course by the OpenDataScience (ods.ai) community, led by Yury Kashnitsky: 10 weeks that pair math-heavy lectures with hands-on assignments and Kaggle Inclass competitions, now taken self-paced.

  34. 37

    modin

    10.4Kmodin-project/modin · Python

    Modin is a drop-in replacement for pandas: you keep the same API and syntax, but your workflows run on all of your CPU cores instead of a single thread. Change one import line and your existing pandas code just runs faster.

  35. 38

    sktime

    10.1Ksktime/sktime · Python

    sktime is a Python library for machine learning with time series: one unified interface for forecasting, classification, clustering, and anomaly or changepoint detection.

  36. 39

    tpot

    10.1KEpistasisLab/tpot · Jupyter Notebook

    TPOT, the Tree-based Pipeline Optimization Tool, is a Python AutoML library that uses genetic programming to automatically optimize machine learning pipelines for your data; the README calls it your Data Science Assistant.

  37. 40

    visidata

    9.4Ksaulpw/visidata · Python

    VisiData is a terminal spreadsheet multitool for exploring, cleaning, and arranging tabular data, supporting formats like CSV, TSV, SQLite, JSON, Excel (xlsx), and HDF5.

  38. 41

    codex-claude-academic-skills

    5KzLanqing/codex-claude-academic-skills · Python

    Three Claude Code / Codex Agent Skills built for Chinese academic researchers, covering the full research workflow: research-writing-skill for drafting and polishing papers, office-academic-skill for generating academic Word/PPT documents, and scientific-toolkit-skill for MATLAB/Python scientific computing and publication-quality figures.

  39. 42

    PythonCall.jl

    1.1KJuliaPy/PythonCall.jl · Julia

    PythonCall.jl (with its Python-side counterpart JuliaCall) lets you call Python code from Julia and Julia code from Python through a symmetric interface, converting objects between the two languages.

  40. 43

    solo_jev

    7640814wdwd/solo_jev · Python

    SOLO reorders the rows and fields of a dataset so an LLM decision backend with prefix caching can reuse computation across requests, running a natural-language decision over every row while returning results in the original row order.

  41. 44

    huashu-excel

    439alchaincyf/huashu-excel · Python

    This is a Skill for AI coding agents that handles the entire Excel/data-analysis workflow: it profiles a messy spreadsheet, cleans it, aligns with the user on what to actually analyze, runs the analysis, reconciles the numbers against the sheet's own totals, and only then delivers a report.

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