We run Python3 in the browser through Pyodide and currently support all of the packages that Pyodide does.

The packages below have proven particularly popular with modelers using HASH:

Package

Version

Description

NetworkX

2.2

Graphs and networks

pandas

1.0.5

Data transformation and analysis

scikit-learn

0.20.1

Machine Learning

NumPy

1.15.4

Base library for scientific computing in Python

SciPy

0.17.1

Optimization, linear algebra, and statistics

uncertainties

3.1.2

Numbers with uncertainties