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The Top 2,719 Python Pandas Open Source Projects

Pandas ⭐ 34,032
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
dependent packages 21,569total releases 102most recent commit 4 hours agopypi pandas} Downloads
Pythondatasciencehandbook ⭐ 33,712
Python Data Science Handbook: full text in Jupyter Notebooks
most recent commit 2 months ago
Data Science Ipython Notebooks ⭐ 22,662
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.
most recent commit 2 months ago
Tqdm ⭐ 21,628
A Fast, Extensible Progress Bar for Python and CLI
dependent packages 8,863total releases 129most recent commit 2 months agopypi tqdm} Downloads
100 Days Of Ml Code ⭐ 17,892
100-Days-Of-ML-Code中文版
most recent commit 2 months ago
Datasets ⭐ 13,491
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dependent packages 187total releases 46most recent commit 9 hours agopypi datasets} Downloads
Data Science For Beginners ⭐ 12,141
10 Weeks, 20 Lessons, Data Science for All!
most recent commit 2 days ago
Tushare ⭐ 11,467
TuShare is a utility for crawling historical data of China stocks
most recent commit 2 months ago
Dask ⭐ 9,912
Parallel computing with task scheduling
dependent packages 676total releases 143most recent commit 7 hours agopypi dask} Downloads
Seaborn ⭐ 9,445
Statistical data visualization in Python
dependent packages 53total releases 9most recent commit 3 days ago
Awesome Quant ⭐ 9,379
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
most recent commit 14 days ago
Pandas Profiling ⭐ 8,987
Create HTML profiling reports from pandas DataFrame objects
dependent packages 78total releases 29most recent commit 2 days agopypi pandas-profiling} Downloads
Mlcourse.ai ⭐ 8,147
Open Machine Learning Course
most recent commit 2 months ago
Modin ⭐ 7,428
Modin: Speed up your Pandas workflows by changing a single line of code
dependent packages 17total releases 54most recent commit 5 hours agopypi modin} Downloads
Abu ⭐ 7,101
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
most recent commit a year ago
Python Small Examples ⭐ 6,908
告别枯燥，致力于打造 Python 实用小例子，更多Python良心教程见 Python中文网 http://www.zglg.work
total releases 7most recent commit 2 months ago
Yfinance ⭐ 6,681
Download market data from Yahoo! Finance's API
dependent packages 106total releases 35most recent commit 3 months agopypi yfinance} Downloads
Visidata ⭐ 5,409
A terminal spreadsheet multitool for discovering and arranging data
dependent packages 3total releases 44most recent commit 18 days agopypi visidata} Downloads
Cudf ⭐ 4,770
cuDF - GPU DataFrame Library
total releases 22most recent commit 4 hours ago
Py ⭐ 4,594
Repository to store sample python programs for python learning
most recent commit 3 months ago
Datasciencepython ⭐ 4,254
common data analysis and machine learning tasks using python
most recent commit a year ago
Ai Learn ⭐ 3,947
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
most recent commit 2 years ago
Lux ⭐ 3,901
Automatically visualize your pandas dataframe via a single print! 📊 💡
total releases 18most recent commit 5 days ago
Pydata Notebook ⭐ 3,666
利用Python进行数据分析 第二版 (2017) 中文翻译笔记
most recent commit 4 years ago
Alpha_vantage ⭐ 3,569
A python wrapper for Alpha Vantage API for financial data.
dependent packages 10total releases 34most recent commit 5 months agopypi alpha-vantage} Downloads
Dtale ⭐ 3,422
Visualizer for pandas data structures
dependent packages 12total releases 146most recent commit 2 days agopypi dtale} Downloads
Orange3 ⭐ 3,419
🍊 📊 💡 Orange: Interactive data analysis
dependent packages 37total releases 56most recent commit 4 days agopypi Orange3} Downloads
Datascience ⭐ 3,310
Curated list of Python resources for data science.
most recent commit 2 days ago
Missingno ⭐ 3,082
Missing data visualization module for Python.
dependent packages 41total releases 25most recent commit 3 months agopypi missingno} Downloads
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,050
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
most recent commit 2 months ago
Koalas ⭐ 2,999
Koalas: pandas API on Apache Spark
dependent packages 12total releases 47most recent commit 7 months agopypi koalas} Downloads
Ta ⭐ 2,956
Technical Analysis Library using Pandas and Numpy
dependent packages 27total releases 53most recent commit a month agopypi ta} Downloads
Blaze ⭐ 2,949
NumPy and Pandas interface to Big Data
dependent packages 1total releases 1most recent commit 2 years ago
100 Days Of Ml Code Chinese Version ⭐ 2,923
Chinese Translation for Machine Learning Infographics
most recent commit 4 years ago
Xlsxwriter ⭐ 2,905
A Python module for creating Excel XLSX files.
dependent packages 574total releases 150most recent commit 6 days agopypi XlsxWriter} Downloads
Aws Data Wrangler ⭐ 2,826
Pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
dependent packages 28total releases 119most recent commit 6 hours agopypi awswrangler} Downloads
Arctic ⭐ 2,635
High performance datastore for time series and tick data
dependent packages 13total releases 89most recent commit 2 months agopypi arctic} Downloads
Sklearn Pandas ⭐ 2,566
Pandas integration with sklearn
dependent packages 39total releases 27most recent commit 3 months agopypi sklearn-pandas} Downloads
Tqsdk Python ⭐ 2,544
天勤量化开发包, 期货量化, 实时行情/历史数据/实盘交易
most recent commit a month ago
Xarray ⭐ 2,523
N-D labeled arrays and datasets in Python
dependent packages 787total releases 54most recent commit 4 hours agopypi xarray} Downloads
Pandas Ta ⭐ 2,490
Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 130+ Indicators
dependent packages 16total releases 19most recent commit 7 days agopypi pandas-ta} Downloads
Machine_learning_complete ⭐ 2,431
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
most recent commit 13 days ago
Mars ⭐ 2,420
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
dependent packages 1total releases 114most recent commit 9 hours agopypi pymars} Downloads
Pandas Datareader ⭐ 2,263
Extract data from a wide range of Internet sources into a pandas DataFrame.
dependent packages 91total releases 22most recent commit 2 months agopypi pandas-datareader} Downloads
Alphalens ⭐ 2,110
Performance analysis of predictive (alpha) stock factors
dependent packages 3total releases 9most recent commit 6 months agopypi alphalens} Downloads
Pandarallel ⭐ 2,074
A simple and efficient tool to parallelize Pandas operations on all available CPUs
dependent packages 20total releases 37most recent commit 2 months agopypi pandarallel} Downloads
Vincent ⭐ 2,054
A Python to Vega translator
dependent packages 4total releases 14most recent commit 6 years agopypi vincent} Downloads
Pytorch Forecasting ⭐ 1,976
Time series forecasting with PyTorch
dependent packages 4total releases 31most recent commit a day agopypi pytorch-forecasting} Downloads
Swifter ⭐ 1,946
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
dependent packages 12total releases 76most recent commit a month agopypi swifter} Downloads
Vectorbt ⭐ 1,923
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
dependent packages 9total releases 53most recent commit 5 days agopypi vectorbt} Downloads
Ibis ⭐ 1,822
Expressive analytics in Python at any scale.
dependent packages 15total releases 30most recent commit 4 hours agopypi ibis-framework} Downloads
Pandas Videos ⭐ 1,808
Jupyter notebook and datasets from the pandas Q&A video series
most recent commit 10 days ago
Sweetviz ⭐ 1,753
Visualize and compare datasets, target values and associations, with one line of code.
dependent packages 5total releases 31most recent commit 8 months agopypi sweetviz} Downloads
30 Days Of Python ⭐ 1,725
Learn Python for the next 30 (or so) Days.
most recent commit 7 months ago
Python Cheat Sheet ⭐ 1,714
Python Cheat Sheet NumPy, Matplotlib
most recent commit 2 years ago
Pygraphistry ⭐ 1,598
PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
total releases 140most recent commit 14 days ago
Practical Machine Learning With Python ⭐ 1,586
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
most recent commit 2 years ago
Datatable ⭐ 1,499
A Python package for manipulating 2-dimensional tabular data structures
dependent packages 9total releases 14most recent commit 3 days agopypi datatable} Downloads
Tabula Py ⭐ 1,484
Simple wrapper of tabula-java: extract table from PDF into pandas DataFrame
dependent packages 22total releases 36most recent commit 7 months agopypi tabula-py} Downloads
Machine Learning ⭐ 1,466
머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)
most recent commit a month ago
100 Pandas Puzzles ⭐ 1,455
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
most recent commit a year ago
Pandas Tutorial ⭐ 1,447
适合初级到中级晋升者，有了体系之后就看熟练度了。
most recent commit a month ago
Dat8 ⭐ 1,439
General Assembly's 2015 Data Science course in Washington, DC
most recent commit 6 years ago
Scikit Learn Tips ⭐ 1,393
🤖⚡️ 50 scikit-learn tips
most recent commit 7 months ago
Finta ⭐ 1,291
Common financial technical indicators implemented in Pandas.
dependent packages 4total releases 19most recent commit 7 months agopypi finta} Downloads
Pandera ⭐ 1,287
A light-weight, flexible, and expressive data validation library for dataframes
dependent packages 23total releases 47most recent commit a month agopypi pandera} Downloads
Reloadium ⭐ 1,235
Advanced hot reloading & profiling for Python
total releases 23most recent commit a day ago
Statistical Analysis Python Tutorial ⭐ 1,233
Statistical Data Analysis in Python
most recent commit 7 years ago
Quandl Python ⭐ 1,230
dependent packages 25total releases 62most recent commit a month agopypi Quandl} Downloads
Django Rest Pandas ⭐ 1,094
📊📈 Serves up Pandas dataframes via the Django REST Framework for use in client-side (i.e. d3.js) visualizations and offline analysis (e.g. Excel)
total releases 12most recent commit 2 months ago
Lambda Packs ⭐ 1,041
Precompiled packages for AWS Lambda
most recent commit 7 months ago
Numsharp ⭐ 1,031
High Performance Computation for N-D Tensors in .NET, similar API to NumPy.
dependent packages 19total releases 44most recent commit 4 months agonuget NumSharp} Downloads
Pingouin ⭐ 1,028
Statistical package in Python based on Pandas
dependent packages 20total releases 35most recent commit a month agopypi pingouin} Downloads
Jsonpickle ⭐ 1,016
Python library for serializing any arbitrary object graph into JSON. It can take almost any Python object and turn the object into JSON. Additionally, it can reconstitute the object back into Python.
dependent packages 577total releases 33most recent commit 10 days agopypi jsonpickle} Downloads
Nba_py ⭐ 971
Python client for NBA statistics located at stats.nba.com
total releases 3most recent commit 2 years ago
Fast Pandas ⭐ 928
Benchmark for different operations in pandas against various dataframe sizes.
most recent commit 4 years ago
Pyjanitor ⭐ 917
Clean APIs for data cleaning. Python implementation of R package Janitor
dependent packages 9total releases 55most recent commit 8 days agopypi pyjanitor} Downloads
Datacleaner ⭐ 907
A Python tool that automatically cleans data sets and readies them for analysis.
dependent packages 5total releases 5most recent commit 3 years agopypi datacleaner} Downloads
Pydataset ⭐ 853
Instant access to many datasets in Python.
dependent packages 1total releases 3most recent commit 5 years agopypi pydataset} Downloads
Siuba ⭐ 834
Python library for using dplyr like syntax with pandas and SQL
dependent packages 5total releases 38most recent commit 16 days agopypi siuba} Downloads
Pandasql ⭐ 829
sqldf for pandas
dependent packages 19total releases 31most recent commit 3 years agopypi pandasql} Downloads
Pyda 2e Zh ⭐ 824
📖 [译] 利用 Python 进行数据分析 · 第 2 版
total releases 2most recent commit a year ago
Sequoia ⭐ 820
A股自动选股程序，实现了海龟交易法则、缠中说禅牛市买点，以及其他若干种技术形态
most recent commit 7 months ago
Justpy ⭐ 807
An object oriented high-level Python Web Framework that requires no frontend programming
dependent packages 2total releases 18most recent commit 3 months agopypi justpy} Downloads
Dataprofiler ⭐ 798
What's in your data? Extract schema, statistics and entities from datasets
dependent packages 1total releases 28most recent commit 13 days agopypi DataProfiler} Downloads
Pandashells ⭐ 786
🐼 Bringing the python data stack to the shell prompt
total releases 12most recent commit a year ago
Movingpandas ⭐ 778
Implementation of Trajectory classes and functions built on top of GeoPandas
dependent packages 1total releases 17most recent commit a month agopypi movingpandas} Downloads
Bamboolib ⭐ 766
bamboolib - a GUI for pandas DataFrames
total releases 57most recent commit 5 months ago
Pandas Bokeh ⭐ 765
Bokeh Plotting Backend for Pandas and GeoPandas
dependent packages 6total releases 16most recent commit 2 months agopypi pandas-bokeh} Downloads
Alphapy ⭐ 758
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
total releases 25most recent commit a month ago
Prince ⭐ 741
👑 Python factor analysis library (PCA, CA, MCA, MFA, FAMD)
dependent packages 2total releases 41most recent commit 5 months agopypi prince} Downloads
Django Pandas ⭐ 724
Tools for working with pandas in your Django projects
dependent packages 4total releases 21most recent commit 3 months agopypi django-pandas} Downloads
Data Science Portfolio ⭐ 722
Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.
most recent commit 4 months ago
Dplython ⭐ 707
dplyr for python
dependent packages 1total releases 8most recent commit 5 years agopypi dplython} Downloads
Just Pandas Things ⭐ 681
An ongoing list of pandas quirks
most recent commit a year ago
Csvs To Sqlite ⭐ 680
Convert CSV files into a SQLite database
dependent packages 1total releases 16most recent commit 3 months agopypi csvs-to-sqlite} Downloads
Pdpipe ⭐ 672
Easy pipelines for pandas DataFrames.
dependent packages 5total releases 79most recent commit 2 days agopypi pdpipe} Downloads
Fugue ⭐ 671
A unified interface for distributed computing. Fugue executes SQL, Python, and Pandas code on Spark and Dask without any rewrites.
dependent packages 7total releases 78most recent commit 4 days agopypi fugue} Downloads
Impyla ⭐ 669
Python DB API 2.0 client for Impala and Hive (HiveServer2 protocol)
dependent packages 18total releases 46most recent commit 3 days agopypi impyla} Downloads
Recordlinkage ⭐ 652
A powerful and modular toolkit for record linkage and duplicate detection in Python
dependent packages 1total releases 22most recent commit a month agopypi recordlinkage} Downloads
1-100 of 2,719 projects
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