Awesome Open Source
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Computer Science 📦 80
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Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
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Software Quality 📦 133
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User Interface Components 📦 514
Version Control 📦 30
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Web Browsers 📦 42
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Web User Interface 📦 210

The Top 262 Pandas Open Source Projects

Pandas ⭐ 30,081
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Pythondatasciencehandbook ⭐ 29,894
Python Data Science Handbook: full text in Jupyter Notebooks
Data Science Ipython Notebooks ⭐ 21,215
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.
Tqdm ⭐ 18,592
A Fast, Extensible Progress Bar for Python and CLI
Tushare ⭐ 10,899
TuShare is a utility for crawling historical data of China stocks
Seaborn ⭐ 8,509
Statistical data visualization in Python
Dask ⭐ 8,460
Parallel computing with task scheduling
Datasets ⭐ 8,409
🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools
Abu ⭐ 8,016
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
Mlcourse.ai ⭐ 7,678
Open Machine Learning Course
Pandas Profiling ⭐ 7,480
Create HTML profiling reports from pandas DataFrame objects
Pandas_exercises ⭐ 6,366
Practice your pandas skills!
Modin ⭐ 6,123
Modin: Speed up your Pandas workflows by changing a single line of code
Yfinance ⭐ 5,152
Yahoo! Finance market data downloader (+faster Pandas Datareader)
Pydata Notebook ⭐ 4,181
利用Python进行数据分析 第二版 (2017) 中文翻译笔记
Cudf ⭐ 3,996
cuDF - GPU DataFrame Library
Visidata ⭐ 3,906
A terminal spreadsheet multitool for discovering and arranging data
Ai Learn ⭐ 3,549
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：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch 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
Python_for_data_analysis_2nd_chinese_version ⭐ 3,493
《利用Python进行数据分析·第2版》
Alpha_vantage ⭐ 3,376
A python wrapper for Alpha Vantage API for financial data.
Koalas ⭐ 2,841
Koalas: pandas API on Apache Spark
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 2,811
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.
Missingno ⭐ 2,808
Missing data visualization module for Python.
Orange3 ⭐ 2,778
🍊 📊 💡 Orange: Interactive data analysis
Weld ⭐ 2,610
High-performance runtime for data analytics applications
Xlsxwriter ⭐ 2,579
A Python module for creating Excel XLSX files.
Lux ⭐ 2,499
Python API for Intelligent Visual Data Discovery
Dtale ⭐ 2,444
Visualizer for pandas data structures
Joyful Pandas ⭐ 2,444
pandas中文教程
Py ⭐ 2,307
Repository to store sample python programs for python learning
Arctic ⭐ 2,305
High performance datastore for time series and tick data
Pandasgui ⭐ 2,241
A GUI for Pandas DataFrames
Ta ⭐ 2,217
Technical Analysis Library using Pandas and Numpy
Mars ⭐ 2,144
Mars is a tensor-based unified framework for large-scale data computation which scales Numpy, pandas, Scikit-learn and Python functions.
Xarray ⭐ 2,098
N-D labeled arrays and datasets in Python
Pandas Datareader ⭐ 2,030
Extract data from a wide range of Internet sources into a pandas DataFrame.
Machine Learning With Python ⭐ 1,959
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Alphalens ⭐ 1,947
Performance analysis of predictive (alpha) stock factors
Aws Data Wrangler ⭐ 1,867
Pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
Practical Machine Learning With Python ⭐ 1,766
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.
Python Cheat Sheet ⭐ 1,720
Python Cheat Sheet NumPy, Matplotlib
Swifter ⭐ 1,667
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
Sweetviz ⭐ 1,637
Visualize and compare datasets, target values and associations, with one line of code.
Pbpython ⭐ 1,628
Code, Notebooks and Examples from Practical Business Python
30 Days Of Python ⭐ 1,607
Learn Python for the next 30 (or so) Days.
Pandarallel ⭐ 1,604
A simple and efficient tool to parallelize Pandas operations on all available CPUs
Pandas Videos ⭐ 1,583
Jupyter notebook and datasets from the pandas Q&A video series
Ibis ⭐ 1,542
A pandas-like deferred expression system, with first-class SQL support
Studybook ⭐ 1,501
Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)
Dat8 ⭐ 1,495
General Assembly's 2015 Data Science course in Washington, DC
Danfojs ⭐ 1,486
danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.
100 Pandas Puzzles ⭐ 1,446
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
Tabula Py ⭐ 1,407
Simple wrapper of tabula-java: extract table from PDF into pandas DataFrame
Pygraphistry ⭐ 1,396
PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
Pandas Tutorial ⭐ 1,339
适合初级到中级晋升者，有了体系之后就看熟练度了。
Pandas Ta ⭐ 1,298
Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 130+ Indicators
Finta ⭐ 1,122
Common financial technical indicators implemented in Pandas.
Pytorch Forecasting ⭐ 1,114
Time series forecasting with PyTorch
Data Science Complete Tutorial ⭐ 1,070
For extensive instructor led learning
Django Rest Pandas ⭐ 1,046
📊📈 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)
Lambda Packs ⭐ 1,018
Precompiled packages for AWS Lambda
Data Forge Ts ⭐ 1,003
The JavaScript data transformation and analysis toolkit inspired by Pandas and LINQ.
Numsharp ⭐ 941
High Performance Computation for N-D Tensors in .NET, similar API to NumPy.
Dataframe ⭐ 923
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types, continuous memory storage, and no pointers are involved
Pyda 2e Zh ⭐ 919
📖 [译] 利用 Python 进行数据分析 · 第 2 版
Machine Learning ⭐ 850
머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)
Pingouin ⭐ 749
Statistical package in Python based on Pandas
Fecon235 ⭐ 725
Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics
Pyjanitor ⭐ 682
Clean APIs for data cleaning. Python implementation of R package Janitor
Just Pandas Things ⭐ 671
An ongoing list of pandas quirks
Jdata ⭐ 662
京东JData算法大赛-高潜用户购买意向预测入门程序(starter code)
Prince ⭐ 653
👑 Python factor analysis library (PCA, CA, MCA, MFA, FAMD)
Bamboolib ⭐ 643
bamboolib - a GUI for pandas DataFrames
Siuba ⭐ 641
Python library for using dplyr like syntax with pandas and SQL
Sdc ⭐ 626
Intel® Scalable Dataframe Compiler for Pandas*
Sequoia ⭐ 619
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
Csvs To Sqlite ⭐ 612
Convert CSV files into a SQLite database
Alphapy ⭐ 610
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
Pdpipe ⭐ 610
Easy pipelines for pandas DataFrames.
Pandera ⭐ 610
A light-weight, flexible, and expressive pandas data validation library
Datasheets ⭐ 597
Read data from, write data to, and modify the formatting of Google Sheets
Iexfinance ⭐ 596
Python SDK for IEX Cloud
Data Science Portfolio ⭐ 594
Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.
Or Pandas ⭐ 567
【运筹OR帷幄|数据科学】pandas教程系列电子书
Baby Names Analysis ⭐ 555
Data ETL & Analysis on the dataset 'Baby Names from Social Security Card Applications - National Data'.
Dataframe Go ⭐ 554
DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration
Jqdatasdk ⭐ 508
简单易用的量化金融数据包(easy utility for getting financial market data of China)
Mexican Government Report ⭐ 478
Text Mining on the 2019 Mexican Government Report, covering from extracting text from a PDF file to plotting the results.
Pandapy ⭐ 478
PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai)
Pynamical ⭐ 474
Pynamical is a Python package for modeling and visualizing discrete nonlinear dynamical systems, chaos, and fractals.
Subreddit Analyzer ⭐ 452
A comprehensive Data and Text Mining workflow for submissions and comments from any given public subreddit.
Pytablewriter ⭐ 435
pytablewriter is a Python library to write a table in various formats: AsciiDoc / CSV / Elasticsearch / HTML / JavaScript / JSON / LaTeX / LDJSON / LTSV / Markdown / MediaWiki / NumPy / Excel / Pandas / Python / reStructuredText / SQLite / TOML / TSV.
Finance Go ⭐ 427
📊 Financial markets data library implemented in go.
Stats Maths With Python ⭐ 425
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Dovpanda ⭐ 425
Directions overlay for working with pandas in an analysis environment
Pycon 2019 Tutorial ⭐ 422
Data Science Best Practices with pandas
Pandas Technical Indicators ⭐ 415
Technical Indicators implemented in Python using Pandas
Docker Django ⭐ 412
A complete docker package for django which is easy to understand and can be deployed anywhere(supports Data Science related libraries like numpy, scipy etc).
Pandastable ⭐ 403
Table analysis in Tkinter using pandas DataFrames.
Pandas Js ⭐ 396
Pandas in JavaScript for data analysis and visualization
1-100 of 262 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210