pip install msprime==1.0.2

Simulate genealogical trees and genomic sequence data using population genetic models

Source
Among top 10% packages on PyPI.
Over 12.6K downloads in the last 90 days.

Commonly used with msprime

Based on how often these packages appear together in public requirements.txt files on GitHub.

blacken-docs

Run `black` on python code blocks in documentation files

sparse

Sparse n-dimensional arrays

tskit

The tree sequence toolkit.

hepbasestack

Collection of tools/snippets useful for working with the python data analysis stack. Provides logging, matplotlibstyles, etc.

PyDriller

Framework for MSR

gptools

Gaussian process regression with derivative constraints and predictions.

twclassify

.

pydata-sphinx-theme

Bootstrap-based Sphinx theme from the PyData community

dask-ml

A library for distributed and parallel machine learning

py-heat-magic

py-heat as IPython magic

ijroi

Reads ImageJ ROIs.

arviz

Exploratory analysis of Bayesian models

louvain

louvain is a general algorithm for methods of community detection in large networks.

qpsolvers

Quadratic Programming solvers for Python with a unified API

pysd

System Dynamics Modeling in Python

scikit-misc

Miscellaneous tools for scientific computing.

linearmodels

Instrumental Variable and Linear Panel models for Python

stltimelogger

cli time logger

ctbBio

scripts for working with sequencing data

Version usage of msprime

Proportion of downloaded versions in the last 3 months (only versions over 1%).

1.0.2

38.51%

1.0.0

7.01%

1.0.1

6.64%

1.0.0b1

4.68%

1.0.0a6

3.99%

1.0.0a5

3.90%

1.0.0a4

3.87%

1.0.0a3

3.74%

0.7.4

3.43%

1.0.0a1

3.11%