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The Top 826 Data Science Pandas Open Source Projects

Categories > Data Processing > Data Science
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
Data Science For Beginners ⭐ 10,607
10 Weeks, 20 Lessons, Data Science for All!
most recent commit 13 days ago
Seaborn ⭐ 9,408
Statistical data visualization in Python
dependent packages 51total releases 9most recent commit 8 hours ago
Pandas Profiling ⭐ 8,928
Create HTML profiling reports from pandas DataFrame objects
dependent packages 78total releases 29most recent commit 16 hours agopypi pandas-profiling} Downloads
Mlcourse.ai ⭐ 8,147
Open Machine Learning Course
most recent commit a month ago
Modin ⭐ 7,299
Modin: Speed up your Pandas workflows by changing a single line of code
dependent packages 17total releases 53most recent commit 10 days agopypi modin} Downloads
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 a month ago
Cudf ⭐ 4,741
cuDF - GPU DataFrame Library
total releases 22most recent commit 4 hours 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 ⭐ 3,841
Automatically visualize your pandas dataframe via a single print! 📊 💡
total releases 18most recent commit 14 days ago
Orange3 ⭐ 3,405
🍊 📊 💡 Orange: Interactive data analysis
dependent packages 37total releases 56most recent commit 3 days agopypi Orange3} Downloads
Dtale ⭐ 3,391
Visualizer for pandas data structures
dependent packages 12total releases 146most recent commit 8 days agopypi dtale} Downloads
Danfojs ⭐ 3,341
Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.
dependent packages 2total releases 36most recent commit 25 days agonpm danfojs-node} Downloads
Datascience ⭐ 3,297
Curated list of Python resources for data science.
most recent commit 3 days ago
Koalas ⭐ 2,999
Koalas: pandas API on Apache Spark
dependent packages 12total releases 47most recent commit 7 months agopypi koalas} Downloads
Aws Data Wrangler ⭐ 2,788
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 2 days agopypi awswrangler} Downloads
Machine_learning_complete ⭐ 2,431
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
most recent commit 2 days ago
Machine Learning With Python ⭐ 2,221
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
most recent commit 4 months ago
Pytorch Forecasting ⭐ 1,938
Time series forecasting with PyTorch
most recent commit 3 days ago
Vectorbt ⭐ 1,877
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
most recent commit 13 days ago
Pandas Videos ⭐ 1,800
Jupyter notebook and datasets from the pandas Q&A video series
most recent commit 4 days ago
Sweetviz ⭐ 1,753
Visualize and compare datasets, target values and associations, with one line of code.
most recent commit 7 months ago
Python Cheat Sheet ⭐ 1,714
Python Cheat Sheet NumPy, Matplotlib
most recent commit 2 years ago
Dataframe ⭐ 1,450
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage
most recent commit 6 days 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 6 months ago
Datacleaner ⭐ 907
A Python tool that automatically cleans data sets and readies them for analysis.
most recent commit 3 years ago
Pydataset ⭐ 853
Instant access to many datasets in Python.
most recent commit 5 years ago
Dataprofiler ⭐ 798
What's in your data? Extract schema, statistics and entities from datasets
most recent commit 3 days ago
Alphapy ⭐ 758
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
most recent commit 23 days ago
Data Science Portfolio ⭐ 722
Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.
most recent commit 3 months ago
Just Pandas Things ⭐ 681
An ongoing list of pandas quirks
most recent commit a year ago
Pdpipe ⭐ 670
Easy pipelines for pandas DataFrames.
most recent commit 4 days ago
Dataframe Go ⭐ 642
DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration
most recent commit 7 months ago
Or Pandas ⭐ 637
【运筹OR帷幄|数据科学】pandas教程系列电子书
most recent commit 7 months ago
Datasheets ⭐ 580
Read data from, write data to, and modify the formatting of Google Sheets
most recent commit 3 years ago
Python ⭐ 537
This repository helps you understand python from the scratch.
most recent commit a month ago
Awesome Learn Datascience ⭐ 523
📈 Curated list of resources to help you get started with Data Science
most recent commit 9 months ago
Stats Maths With Python ⭐ 492
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
most recent commit 7 months ago
Pandapy ⭐ 483
PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai)
most recent commit 7 months ago
Andrew Ng Notes ⭐ 466
This is Andrew NG Coursera Handwritten Notes.
most recent commit 3 months ago
Hamilton ⭐ 460
A scalable general purpose micro-framework for defining dataflows. You can use it to create dataframes, numpy matrices, python objects, ML models, etc.
most recent commit 5 days ago
Code ⭐ 459
Compilation of R and Python programming codes on the Data Professor YouTube channel.
most recent commit 7 months ago
Scikit Mobility ⭐ 452
scikit-mobility: mobility analysis in Python
most recent commit 2 months ago
Kglab ⭐ 397
Graph Data Science: an abstraction layer in Python for building knowledge graphs, integrated with popular graph libraries – atop Pandas, NetworkX, RAPIDS, RDFlib, pySHACL, PyVis, morph-kgc, pslpython, pyarrow, etc.
most recent commit a month ago
Datatile ⭐ 394
A library for managing, validating, summarizing, and visualizing data.
most recent commit a month ago
Prettypandas ⭐ 354
A Pandas Styler class for making beautiful tables
most recent commit 2 years ago
Pandasvault ⭐ 353
Advanced Pandas Vault — Utilities, Functions and Snippets (by @firmai).
most recent commit 2 months ago
Finance ⭐ 332
Here you can find all the quantitative finance algorithms that I've worked on and refined over the past year!
most recent commit 9 months ago
Lantern ⭐ 307
Data exploration glue
most recent commit 2 months ago
Data Science Hacks ⭐ 300
Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.
most recent commit 6 months ago
Gspread Pandas ⭐ 299
A package to easily open an instance of a Google spreadsheet and interact with worksheets through Pandas DataFrames.
most recent commit 2 months ago
Popmon ⭐ 293
Monitor the stability of a Pandas or Spark dataframe ⚙︎
most recent commit 6 days ago
Bdci2018 Chinauuicom 1st Solution ⭐ 271
这是BDCI2018的联通赛题第一名解决方案
most recent commit 3 years ago
Pycon 2018 Tutorial ⭐ 263
Using pandas for Better (and Worse) Data Science
most recent commit 3 years ago
Pycon 2019 Tutorial ⭐ 261
Data Science Best Practices with pandas
most recent commit 2 years ago
Rasgoql ⭐ 247
Write python locally, execute SQL in your data warehouse
total releases 23most recent commit 17 days ago
Functional_intro_to_python ⭐ 239
[tutorial]A functional, Data Science focused introduction to Python
most recent commit a year ago
Deepgraph ⭐ 237
Analyze Data with Pandas-based Networks. Documentation:
most recent commit a year ago
Hands On Data Analysis With Pandas ⭐ 234
Materials for following along with Hands-On Data Analysis with Pandas.
most recent commit 3 months ago
Datacamp Python Data Science Track ⭐ 226
All the slides, accompanying code and exercises all stored in this repo. 🎈
most recent commit a year ago
Skimpy ⭐ 221
skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.
most recent commit a month ago
Datacompy ⭐ 214
Pandas and Spark DataFrame comparison for humans
most recent commit 17 days ago
Zebras ⭐ 203
Data analysis library for JavaScript built with Ramda
most recent commit 8 months ago
Hands On Data Analysis With Pandas 2nd Edition ⭐ 195
Materials for following along with Hands-On Data Analysis with Pandas – Second Edition
most recent commit 22 days ago
Tempo ⭐ 185
API for manipulating time series on top of Apache Spark: lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, downsampling, and interpolation
most recent commit 5 days ago
Programming With Data ⭐ 179
🐍 Learn Python and Pandas from the ground up
most recent commit 8 months ago
Trump Lies ⭐ 175
Tutorial: Web scraping in Python with Beautiful Soup
most recent commit 3 years ago
Rightmove_webscraper.py ⭐ 161
Python class to scrape data from rightmove.co.uk and return listings in a pandas DataFrame object
most recent commit 2 months ago
Pandasschema ⭐ 158
A validation library for Pandas data frames using user-friendly schemas
most recent commit 3 months ago
Py Quantmod ⭐ 149
Powerful financial charting library based on R's Quantmod | http://py-quantmod.readthedocs.io/en/latest/
most recent commit a year ago
Visions ⭐ 145
Type System for Data Analysis in Python
most recent commit 2 days ago
Feature Engineering Tutorials ⭐ 139
Data Science Feature Engineering and Selection Tutorials
most recent commit 3 months ago
Learnpythonforresearch ⭐ 137
This repository provides everything you need to get started with Python for (social science) research.
most recent commit 2 years ago
Pycon Ds 2018 ⭐ 135
Introduction to Python for Data Science for PyCon 2018
most recent commit 4 years ago
Tsflex ⭐ 134
Flexible time series feature extraction & processing
most recent commit a month ago
Python_for_data_science ⭐ 129
python_for_data_science
most recent commit 5 years ago
Dtale Desktop ⭐ 123
Build a data visualization dashboard with simple snippets of python code
most recent commit a year ago
D6t Python ⭐ 118
Accelerate data science
most recent commit a year ago
Cape Python ⭐ 116
Collaborate on privacy-preserving policy for data science projects in Pandas and Apache Spark
most recent commit 2 years ago
Krisk ⭐ 115
Statistical Interactive Visualization with pandas+Jupyter integration on top of Echarts.
most recent commit 4 months ago
Sspipe ⭐ 110
Simple Smart Pipe: python productivity-tool for rapid data manipulation
most recent commit 6 months ago
Ibm Data Science Professional Certification ⭐ 106
Learning materials, Quizzes & Assignment solutions for the entire IBM data science professional certification. Also included, a few resources that I found helpful.
most recent commit 9 months ago
Data Science Tutorials ⭐ 105
Python Tutorials for Data Science
most recent commit 12 days ago
R Place Blender ⭐ 101
Tools for r/Place data visualization with Blender and Python
most recent commit 17 days ago
30 Days Of Ml Kaggle ⭐ 93
Machine learning beginner to Kaggle competitor in 30 days. Non-coders welcome. The program starts Monday, August 2, and lasts four weeks. It's designed for people who want to learn machine learning.
most recent commit 8 months ago
Data Science Blogs ⭐ 93
A Handful of D(u)S(t)
most recent commit 4 years ago
Streamlit Pandas Profiling ⭐ 92
Pandas profiling component for Streamlit.
most recent commit 5 months ago
Sigmoidal_ai ⭐ 89
Tutoriais de Python, Data Science, Machine Learning e Deep Learning - Sigmoidal
most recent commit 2 years ago
Pymc Example Project ⭐ 87
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
most recent commit 3 years ago
Arch Data Science ⭐ 83
Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision
most recent commit 3 years ago
Hyperspectral_image_analysis_simplified ⭐ 77
The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.
most recent commit 7 months ago
Seaborn Tutorial ⭐ 76
This repository is my attempt to help Data Science aspirants gain necessary Data Visualization skills required to progress in their career. It includes all the types of plot offered by Seaborn, applied on random datasets.
most recent commit 2 years ago
Flatiron School Data Science Curriculum Resources ⭐ 75
Lesson material on data science and machine learning topics/concepts
most recent commit a year ago
Data Science Notebooks ⭐ 70
Data science Python notebooks—a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualization.
most recent commit 3 years ago
Ciencia De Dados ⭐ 69
Disciplina de Ciências de Dados da UNINOVE
most recent commit 3 days ago
Open Data Anonymizer ⭐ 68
Python Data Anonymization & Masking Library For Data Science Tasks
most recent commit 10 days ago
Data Analysis Science ⭐ 68
The overall objective of this toolkit is to provide and offer a free collection of data analysis and machine learning that is specifically suited for doing data science. Its purpose is to get you started in a matter of minutes. You can run this collections either in Jupyter notebook or python alone.
most recent commit 4 years ago
Lens ⭐ 67
Summarise and explore Pandas DataFrames
most recent commit 3 years ago
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