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The Top 209 Pandas Open Source Projects

Categories > Data Processing > Pandas
Pandas ⭐25,974
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 ⭐24,817
Python Data Science Handbook: full text in Jupyter Notebooks
Data Science Ipython Notebooks ⭐19,168
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.
Tushare ⭐9,685
TuShare is a utility for crawling historical data of China stocks
Seaborn ⭐7,489
Statistical data visualization using matplotlib
Mlcourse.ai ⭐7,058
Open Machine Learning Course
Dask ⭐6,993
Parallel computing with task scheduling
Abu ⭐6,631
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
Pandas Profiling ⭐5,557
Create HTML profiling reports from pandas DataFrame objects
Modin ⭐5,096
Modin: Speed up your Pandas workflows by changing a single line of code
Pandas_exercises ⭐5,011
Practice your pandas skills!
Pydata Notebook ⭐3,846
利用Python进行数据分析 第二版 (2017) 中文翻译笔记
Cudf ⭐3,020
cuDF - GPU DataFrame Library
Nlp ⭐2,890
🤗nlp – Datasets and evaluation metrics for Natural Language Processing in NumPy, Pandas, PyTorch and TensorFlow
Alpha_vantage ⭐2,525
A python wrapper for Alpha Vantage API for financial data.
Python_for_data_analysis_2nd_chinese_version ⭐2,490
《利用Python进行数据分析·第2版》
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐2,466
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.
Yfinance ⭐2,403
Yahoo! Finance market data downloader (+faster Pandas Datareader)
Missingno ⭐2,362
Missing data visualization module for Python.
Weld ⭐2,353
High-performance runtime for data analytics applications
Orange3 ⭐2,339
🍊 📊 💡 Orange: Interactive data analysis https://orange.biolab.si
Koalas ⭐2,310
Koalas: pandas API on Apache Spark
Xlsxwriter ⭐2,307
A Python module for creating Excel XLSX files.
Arctic ⭐1,973
High performance datastore for time series and tick data
Ai Learn ⭐1,957
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
Mars ⭐1,843
Mars is a tensor-based unified framework for large-scale data computation which scales Numpy, Pandas and Scikit-learn.
Xarray ⭐1,729
N-D labeled arrays and datasets in Python
Python Cheat Sheet ⭐1,656
Python Cheat Sheet NumPy, Matplotlib
Pandas Datareader ⭐1,588
Extract data from a wide range of Internet sources into a pandas DataFrame.
Practical Machine Learning With Python ⭐1,546
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.
Dat8 ⭐1,470
General Assembly's 2015 Data Science course in Washington, DC
Machine Learning With Python ⭐1,421
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Ibis ⭐1,413
A pandas-like deferred expression system, with first-class SQL support
Alphalens ⭐1,392
Performance analysis of predictive (alpha) stock factors
Pbpython ⭐1,355
Code, Notebooks and Examples from Practical Business Python
Pandas Videos ⭐1,314
Jupyter notebook and datasets from the pandas Q&A video series
Swifter ⭐1,299
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
Ta ⭐1,282
Technical Analysis Library using Pandas and Numpy
30 Days Of Python ⭐1,269
A New Version of 30 Days of Python is nearly here. Get started today.
Studybook ⭐1,257
Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)
Dtale ⭐1,200
Visualizer for pandas data structures
Tabula Py ⭐1,174
Simple wrapper of tabula-java: extract table from PDF into pandas DataFrame
100 Pandas Puzzles ⭐1,135
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
Pandas Tutorial ⭐1,114
适合初级到中级晋升者，有了体系之后就看熟练度了。
Pandarallel ⭐1,061
A simple and efficient tool to parallelize Pandas operations on all available CPUs
Py ⭐971
Repository to store sample python programs for python learning
Django Rest Pandas ⭐967
📊📈 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 ⭐946
Precompiled packages for AWS Lambda
Data Science Complete Tutorial ⭐923
For extensive instructor led learning
Aws Data Wrangler ⭐896
Pandas on AWS
Sweetviz ⭐895
Visualize and compare datasets, target values and associations, with one line of code.
Data Forge Ts ⭐864
The JavaScript data transformation and analysis toolkit inspired by Pandas and LINQ.
Numsharp ⭐731
High Performance Computation for N-D Tensors in .NET, similar API to NumPy.
Pyda 2e Zh ⭐721
📖 [译] 利用 Python 进行数据分析 · 第 2 版
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)
Fecon235 ⭐652
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
Yolov3 Keras Tf2 ⭐597
yolo(v3/v4) implementation in keras and tensorflow 2.2
Sdc ⭐594
Intel® Scalable Dataframe Compiler for Pandas*
Datasheets ⭐586
Read data from, write data to, and modify the formatting of Google Sheets
Finta ⭐584
Common financial technical indicators implemented in Pandas.
Baby Names Analysis ⭐555
Data ETL & Analysis on the dataset 'Baby Names from Social Security Card Applications - National Data'.
Pdpipe ⭐544
Easy pipelines for pandas DataFrames.
Pyjanitor ⭐537
Clean APIs for data cleaning. Python implementation of R package Janitor
Pingouin ⭐491
Statistical package in Python based on Pandas
Csvs To Sqlite ⭐482
Convert CSV files into a SQLite database
Prince ⭐469
👑 Python factor analysis library (PCA, CA, MCA, MFA, FAMD)
Data Science Portfolio ⭐453
Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.
Mexican Government Report ⭐444
Text Mining on the 2019 Mexican Government Report, covering from extracting text from a PDF file to plotting the results.
Iexfinance ⭐433
Python SDK for IEX Cloud
Pandapy ⭐424
PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai)
Subreddit Analyzer ⭐423
A comprehensive Data and Text Mining workflow for submissions and comments from any given public subreddit.
Alphapy ⭐421
Automated Machine Learning [AutoML] with Python, scikit-learn, and Keras
Pynamical ⭐408
Pynamical is a Python package for modeling and visualizing discrete nonlinear dynamical systems, chaos, and fractals.
Pandas Ta ⭐400
Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 100+ Indicators
Dovpanda ⭐394
Directions overlay for working with pandas in an analysis environment
Pytablewriter ⭐377
pytablewriter is a Python library to write a table in various formats: CSV / Elasticsearch / HTML / JavaScript / JSON / LaTeX / LDJSON / LTSV / Markdown / MediaWiki / NumPy / Excel / Pandas / Python / reStructuredText / SQLite / TOML / TSV.
Jqdatasdk ⭐375
简单易用的量化金融数据包(easy utility for getting financial market data of China)
Sequoia ⭐372
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
Meza ⭐370
A Python toolkit for processing tabular data
Pandas Js ⭐357
Pandas in JavaScript for data analysis and visualization
Prettypandas ⭐356
A Pandas Styler class for making beautiful tables
Pandas Summary ⭐339
An extension to pandas dataframes describe function.
Pandas Technical Indicators ⭐338
Technical Indicators implemented in Python using Pandas
Daily Stock Forecast ⭐336
Daily Stock Forecasts using Machine Learning & Python
Docker Django ⭐336
A complete docker package for deploying django
Pandastable ⭐333
Table analysis in Tkinter using pandas DataFrames.
Pycon 2019 Tutorial ⭐330
Data Science Best Practices with pandas
Flatten ⭐327
Flatten JSON in Python
Winerama Recommender Tutorial ⭐322
A wine recommender system tutorial using Python technologies such as Django, Pandas, or Scikit-learn, and others such as Bootstrap.
Adam_qas ⭐312
ADAM - A Question Answering System. Inspired from IBM Watson
Finance Go ⭐309
📊 Financial markets data library implemented in go.
Dataframe Go ⭐294
DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration
Pandasvault ⭐282
Advanced Pandas Vault — Utilities, Functions and Snippets (by @firmai).
Lantern ⭐272
Data exploration glue
Zat ⭐264
Zeek Analysis Tools (ZAT): Processing and analysis of Zeek network data with Pandas, scikit-learn, and Spark
Pystore ⭐256
Fast data store for Pandas time-series data
Geopython ⭐251
Notebooks and libraries for spatial/geo Python explorations
Pandas_market_calendars ⭐251
Exchange calendars to use with pandas for trading applications
Siuba ⭐249
Python library for using dplyr like syntax with pandas and SQL
Stats Maths With Python ⭐246
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
1-100 of 209 projects