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The Top 420 Pydata Open Source Projects

Zipline ⭐ 14,829
Zipline, a Pythonic Algorithmic Trading Library
dependent packages 6total releases 30most recent commit 4 months agopypi zipline} Downloads
Dask ⭐ 9,912
Parallel computing with task scheduling
dependent packages 676total releases 143most recent commit 7 hours agopypi dask} Downloads
Cudf ⭐ 4,770
cuDF - GPU DataFrame Library
total releases 22most recent commit 4 hours ago
Skorch ⭐ 4,503
A scikit-learn compatible neural network library that wraps PyTorch
dependent packages 20total releases 14most recent commit 2 days agopypi skorch} Downloads
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
Koalas ⭐ 2,999
Koalas: pandas API on Apache Spark
dependent packages 12total releases 47most recent commit 7 months agopypi koalas} Downloads
Stumpy ⭐ 2,282
STUMPY is a powerful and scalable Python library for modern time series analysis
dependent packages 4total releases 27most recent commit a day agopypi stumpy} 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
Pyflux ⭐ 1,871
Open source time series library for Python
dependent packages 1total releases 35most recent commit 3 years agopypi pyflux} Downloads
Distributed ⭐ 1,359
A distributed task scheduler for Dask
dependent packages 281total releases 173most recent commit 4 hours agopypi distributed} Downloads
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
Network Analysis Made Simple ⭐ 852
An introduction to network analysis and applied graph theory using Python and NetworkX
most recent commit 3 days ago
Tutorials ⭐ 743
CatBoost tutorials repository
most recent commit 2 months ago
Hvplot ⭐ 556
A high-level plotting API for pandas, dask, xarray, and networkx built on HoloViews
dependent packages 47total releases 43most recent commit 7 days agopypi hvplot} Downloads
Pytorch_tutorial ⭐ 445
PyTorch Tutorial (1.7)
most recent commit a year ago
Sparse ⭐ 443
Sparse multi-dimensional arrays for the PyData ecosystem
dependent packages 38total releases 18most recent commit 2 months agopypi sparse} Downloads
Datascience Anthology Pydata ⭐ 302
PyData, The Complete Works of
most recent commit 5 years ago
Awesome Pandas ⭐ 275
A collection of resources for pandas (Python) and related subjects.
most recent commit 5 months ago
Spacy Notebooks ⭐ 242
💫 Jupyter notebooks for spaCy examples and tutorials
most recent commit 3 years ago
Pydata Sphinx Theme ⭐ 230
A clean, three-column Sphinx theme with Bootstrap for the PyData community
dependent packages 134total releases 24most recent commit 17 hours agopypi pydata-sphinx-theme} Downloads
Sphinx Book Theme ⭐ 222
A clean book theme for scientific explanations and documentation with Sphinx
dependent packages 126total releases 60most recent commit 8 days agopypi sphinx-book-theme} Downloads
Movie Plots By Genre ⭐ 208
Movie plots by genre tutorial at PyData Berlin 2016
most recent commit 2 years ago
Pydata Cookbook ⭐ 184
PyData Cookbook Project
most recent commit 4 years ago
Autoimpute ⭐ 174
Python package for Imputation Methods
total releases 14most recent commit 4 months ago
Kartothek ⭐ 160
A consistent table management library in python
total releases 38most recent commit 3 months ago
Bookrepo ⭐ 156
most recent commit a year ago
Next ⭐ 138
NEXT is a machine learning system that runs in the cloud and makes it easy to develop, evaluate, and apply active learning in the real-world. Ask better questions. Get better results. Faster. Automated.
most recent commit a year ago
Pydataseattle2015 ⭐ 129
PyData Seattle 2015: Python Data Bikeshed
most recent commit 7 years ago
Pydata Chicago2016 Ml Tutorial ⭐ 128
Machine learning with scikit-learn tutorial at PyData Chicago 2016
most recent commit 6 years ago
Scattertext Pydata ⭐ 125
Notebooks for the Seattle PyData 2017 talk on Scattertext
most recent commit 4 years ago
Stupid Itertools Tricks Pydata ⭐ 124
code for my "stupid itertools tricks" talk from pydata seattle 2015
most recent commit 6 years ago
Qhub ⭐ 119
QHub deployment tool
total releases 33most recent commit 5 hours ago
Sklearn_pydata2015 ⭐ 119
Scikit-Learn Tutorial for PyData Seattle 2015
most recent commit 7 years ago
Gp_regression ⭐ 118
A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)
most recent commit 8 months ago
Pydataseattle ⭐ 112
For the pandas tutorial at PyData Seattle: https://www.youtube.com/watch?v=otCriSKVV_8
most recent commit 7 months ago
Pymapd ⭐ 112
Python client for OmniSci GPU-accelerated SQL engine and analytics platform
most recent commit 9 months ago
2015 Pydataparis ⭐ 104
Pandas introduction talk I gave at Pydata Paris 2015
most recent commit 7 years ago
Pyvtreat ⭐ 103
vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distributed under a BSD-3-Clause license.
dependent packages 1total releases 36most recent commit 24 days agopypi vtreat} Downloads
Array Api ⭐ 103
RFC document, tooling and other content related to the array API standard
most recent commit 2 days ago
Data Science At Scale ⭐ 95
A Pythonic introduction to methods for scaling your data science and machine learning work to larger datasets and larger models, using the tools and APIs you know and love from the PyData stack (such as numpy, pandas, and scikit-learn).
most recent commit 7 months ago
Pydatadc_2018 Tidy ⭐ 92
PyData 2018 tutorial for tidying data
most recent commit 4 years ago
Sktime Tutorial Pydata Amsterdam 2020 ⭐ 91
Introduction to Machine Learning with Time Series at PyData Festival Amsterdam 2020
most recent commit 7 months ago
Deep Learning Tutorial Pydata ⭐ 89
Deep learning tutorial for PyData
most recent commit 3 years ago
Sgkit ⭐ 89
Statistical genetics toolkit
total releases 5most recent commit 7 days ago
Pydata Annarbor2017 Dl Tutorial ⭐ 83
Code snippets for "Introduction to Deep Learning with TensorFlow" at PyData Ann Arbor Aug 2017
most recent commit 5 years ago
Tutorial Arima W Jeffrey Yau ⭐ 77
most recent commit 4 years ago
Pymc3_talk ⭐ 76
Bayesian Analysis in PyMC3.
most recent commit 8 years ago
Mcmc_pydata_london_2019 ⭐ 75
PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3
most recent commit 2 years ago
Pydata_pandas ⭐ 72
A PyData workshop on pandas
most recent commit 5 years ago
Fileflow ⭐ 70
Airflow plugin to transfer arbitrary files between operators
most recent commit 4 years ago
Pydata Medical Image ⭐ 66
A Deep Learning talk+tutorial for medical image processing
most recent commit 5 years ago
Pydata Nyc 2014 ⭐ 66
Pydata NYC 2014 Scikit Learn Tutorial
most recent commit 8 years ago
R Python ⭐ 65
Exploring data related to relative usage of R vs. python
most recent commit 7 years ago
Pydata Pandas Workshop ⭐ 65
Material for my PyData Jupyter & Pandas Workshops, I'm also available for personal in-house trainings on request
most recent commit 4 months ago
Pydataamsterdam2018 ⭐ 64
Contents of the workshop "Hands-on introduction to Deep Learning with Keras and Tensorflow" I gave at PyData Amsterdam 2018
most recent commit 4 years ago
Python Cf Examples ⭐ 62
Examples of simple Cloud Foundry apps using Python
most recent commit 6 years ago
Pydata101 ⭐ 61
most recent commit 6 years ago
Pydata Gbrt Tutorial ⭐ 60
IPython notebook for PyData SF 2014 tutorial: "Gradient Boosted Regression Trees in scikit-learn"
most recent commit 5 years ago
Pydata Dal 2015 ⭐ 60
Pydata Dallas 2015 Scikit-Learn Tutorial
most recent commit 7 years ago
Jupyterhub Pydata 2016 ⭐ 59
most recent commit 6 years ago
Pydata Docker Tutorial ⭐ 56
Tutorial given at PyData LA 2018
most recent commit 3 years ago
Pydata Reinforce ⭐ 56
code for pydata madrid presentation
most recent commit 6 years ago
Pydata Nyc Ph2t ⭐ 55
PyData NYC 2017: Pandas Head to Tail
most recent commit 4 years ago
Pydata ⭐ 53
Notebooks from the Face Recognition Tutorial I gave at PyData Amsterdam
most recent commit 5 years ago
Dashintro ⭐ 53
A quick intro to Dash made for the PyData event in Zurich
most recent commit 4 years ago
Matplotlib_pydata2013 ⭐ 53
PyData SV 2013 Tutorial on Advanced Matplotlib
most recent commit 9 years ago
Pydata Networkx ⭐ 51
A short tutorial on network analysis using Game of Thrones, US Airports and Python!
most recent commit 2 years ago
Text As Data ⭐ 51
A PyData 2013 talk on straightforward, data-driven ways to handle natural language text in Python.
most recent commit 8 years ago
Pydata Chi H2t ⭐ 48
Materials for the pandas tutorial at PyData Chicago 2016
most recent commit 6 years ago
Array Api Comparison ⭐ 47
Data and tooling to compare the API surfaces of various array libraries.
most recent commit a month ago
Pydata Toolz ⭐ 46
Tutorial for Funcitonal Python tutorial at PyData-NYC 2013
most recent commit 8 years ago
Notebooks ⭐ 45
Ipython notebooks on various topics
most recent commit 4 years ago
Talks ⭐ 45
most recent commit a month ago
Pyconde2019 Airflow Ml Workshop ⭐ 42
PyConDE & PyData Berlin 2019 Airflow Workshop: Airflow for machine learning pipelines.
most recent commit 3 months ago
Quant Library ⭐ 41
α collection of resources for people interested in quant finance
most recent commit 3 years ago
Tales Science Data ⭐ 41
Companion repo to the GitBook, notes on Data Science topics
most recent commit 2 months ago
Pydata_berlin2016_materials ⭐ 39
Collection of pointers to slides and repositories from speakers at PyData Berlin 2016
most recent commit 6 years ago
Pydatasv2014 ⭐ 39
PyData Silicon Valley 2014 Code + Presentation
most recent commit 8 years ago
2016 Pydata Carolinas Pandas ⭐ 39
Material for Pandas Tutorial at Pydata Carolinas 2016
most recent commit 6 years ago
Talks ⭐ 39
Talks at PyData Delhi Meetups
most recent commit 5 years ago
Pydata_docker_jupyterhub ⭐ 37
Docker container with a PyData stack and JupyterHub server
most recent commit 6 years ago
Pydata Nyc 2018 Tutorial ⭐ 36
most recent commit 4 years ago
Geopython ⭐ 35
most recent commit 4 years ago
Pydata Tokyo Tutorial 1 ⭐ 35
Materials for PyData.Tokyo Tutorial & Hackathon #1
most recent commit 4 years ago
Probandstats Pydatanyc2019 ⭐ 34
Introduction to Probability and Statistics
most recent commit 2 years ago
Pydataberlin 2019 ⭐ 33
This Repository contains the material for my tutorial "Managing the end-to-end machine learning lifecycle with MLFlow" at pyData/pyCon Berlin 2019.
most recent commit 2 months ago
Pydata Amsterdam 2016 ⭐ 33
Machine Learning with Scikit-Learn (material for pydata Amsterdam 2016)
most recent commit 6 years ago
Python Testing 101 ⭐ 32
Example projects for the Python Testing 101 series from Automation Panda
most recent commit 4 years ago
Pydata Carolinas 2016 ⭐ 31
📊 My tutorial for PyData Carolinas 2016
most recent commit 5 years ago
Skl Talk ⭐ 31
A Beginner's Guide to Machine Learning with Scikit-Learn
most recent commit 8 years ago
Rasa Workshop Pydata Berlin ⭐ 31
most recent commit 3 years ago
Julia For Pythonistas ⭐ 31
Materials for the Julia for Pythonistas tutorial at Pydata Carolinas 2016
most recent commit 6 years ago
Pycon_social_networkx ⭐ 31
Social network analyses code examples for PyCon 2019 talk
most recent commit a year ago
Mapshader ⭐ 30
Simple Python GIS Web Services
most recent commit a month ago
Array Api Tests ⭐ 30
Test suite for the PyData Array APIs standard
most recent commit 3 days ago
Pydatadc2016 Pandasfromtheinside ⭐ 30
Tutorial session from PyData Washington DC, Fri 7 October 2016
most recent commit 6 years ago
Pydata Google Auth ⭐ 30
A package providing helpers for authenticating to Google APIs.
most recent commit 2 months ago
Rasa Demo Pydata18 ⭐ 29
Demo application for the PyData Conference in Amsterdam 2018
most recent commit 4 years ago
Talks ⭐ 28
Talks at PyData Bangalore meetups
most recent commit 2 years ago
Meetup ⭐ 28
The PyData Zurich meetup
most recent commit 4 years ago
1-100 of 420 projects
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