Top Python Frameworks & Libraries for science 84

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas...

A computer algebra system written in pure Python

code for Data Science From Scratch book

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines th...

A curated list of data science blogs

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work....

Open Source Platform for developing, scaling and deploying serious ML, AI, and data science systems

Toturials coming with the "data science roadmap" picture.

common data analysis and machine learning tasks using python

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

Astronomy and astrophysics core library

Matplotlib styles for scientific plotting

DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data....

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of ar...

Mirror of the Sage source tree -- please do not submit PRs here -- everything must be submitted via https://trac.sagemath.org/...

Operate and manipulate physical quantities in Python

PSLab for ExpEYES - Science Experiments and Data Acquisition for Physics Education https://pslab.io

Colour Science for Python

Renders papers from arXiv as responsive web pages so you don't have to squint at a PDF.

For running psychology and neuroscience experiments

Python+Numpy+OpenGL: fast, scalable and beautiful scientific visualization

Python library for building highly effective data science workflows

Data intensive science for everyone.

该仓库用于记录作者本人参加的各大数据科学竞赛的获奖方案源码以及一些新比赛的原创baseline. 主要涵盖：kaggle, 阿里天池，华为云大赛校园赛，百度aistudio，和鲸社区，datafountain等...

ruptures: change point detection in Python

ObsPy: A Python Toolbox for seismology/seismological observatories.

Graphormer is a deep learning package that allows researchers and developers to train custom models for molecule modeling tasks. It aims to accelerate the research...

MDAnalysis is a Python library to analyze molecular dynamics simulations.

Source Code for the Book Classic Computer Science Problems in Python

Code for Kaggle Data Science Competitions

Perform data science on data that remains in someone else's server

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work....

ModelScope: bring the notion of Model-as-a-Service to life.