Python / Science - AwesomeHub

Science (26)

2KTop 1%

P A M T

jax-ml jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

PythonApache-2.0Seasoned code • 31.3k commits • 7 years

1.7KTop 3%

P A M T

numpy numpy

The fundamental package for scientific computing with Python.

PythonDeep bench • 1.8k contributors • 15 years

1.7KTop 3%

P A M T

scipy scipy

SciPy library main repository

PythonBSD-3-ClauseDeep bench • 1.7k contributors • 15 years

1.6KTop 3%

P A M T

sympy sympy

A computer algebra system written in pure Python

PythonSeasoned code • 61.2k commits • 16 years

1.5KTop 5%

P A M T

astropy astropy

Astronomy and astrophysics core library

PythonBSD-3-ClauseSeasoned code • 40.1k commits • 14 years

1.2KTop 10%

P A M T

statsmodels statsmodels

Statsmodels: statistical modeling and econometrics in Python

PythonBSD-3-ClauseSeasoned code • 15.9k commits • 14 years

1.1KTop 10%

P A M T

biopython biopython

Official git repository for Biopython (originally converted from CVS)

PythonSeasoned code • 16.2k commits • 17 years

1.1KTop 10%

P A M T

networkx networkx

Network Analysis in Python

PythonDeep bench • 753 contributors • 15 years

1.1KTop 50%

P A M T

pymc-devs pymc

Bayesian Modeling and Probabilistic Programming in Python

PythonDeep bench • 456 contributors • 17 years

923Top 50%

P A M T

nipy nipype

Workflows and interfaces for neuroimaging packages

PythonSeasoned code • 15.1k commits • 15 years

914Top 50%

P A M T

rdkit rdkit

The official sources for the RDKit library

HTMLBSD-3-ClauseSeasoned code • 8.3k commits • 12 years

900Top 50%

P A M T

obspy obspy

ObsPy: A Python Toolbox for seismology/seismological observatories.

PythonSeasoned code • 15.8k commits • 13 years

659Top 50%

P A M T

cclib cclib

Parsers and algorithms for computational chemistry logfiles

PythonBSD-3-ClauseSeasoned code • 5.7k commits • 12 years

605Top 50%

P A M T

colour-science colour

Colour Science for Python

PythonBSD-3-ClauseSeasoned code • 5.3k commits • 12 years

572Top 50%

P A M T

quantopian zipline

Zipline, a Pythonic Algorithmic Trading Library

PythonApache-2.0Star magnet • 19.1k stars

528Top 50%

P A M T

bcbio bcbio-nextgen

Validated, scalable, community developed variant calling, RNA-seq and small RNA analysis

PythonMITSeasoned code • 8.6k commits • 13 years

413Top 50%

P A M T

whatwg fetch

Fetch Standard

HTMLStar magnet • 2.2k stars

388

P A M T

benedekrozemberczki karateclub

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

PythonGPL-3.0Star magnet • 2.3k stars

387

P A M T

donnemartin data-science-ipython-notebooks

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.

PythonStar magnet • 28.6k stars

341

P A M T

pydy pydy

Multibody dynamics tool kit.

PythonBSD-3-ClauseStar magnet • 399 stars

300

P A M T

chapmanb bcbb

Incubator for useful bioinformatics code, primarily in Python and R

PythonStar magnet • 633 stars

223

P A M T

TomNicholas Python-for-Scientists

A list of recommended Python libraries, and resources, intended for scientific Python users.

None340 stars

186

P A M T

qutip qutip-qoc

Quantum Optimal Control

PythonBSD-3-Clause9 stars

151

P A M T

cclib cclib.github.io

Pages for cclib

HTML9 stars