Helpful stuff

Curated list of Python frameworks, libraries, software and resources.

Data Analysis / Cleaning

• NumPy

• pandas

• SciPy

• prettypandas

• dora

• arrow

Databases

• pickleDB

• tinydb

Data Visualization

• matplotlib

• seaborn

• plotly

• bokeh

• plotnine

Documentation

• sphinx

GUI Development

• DearPyGui

• Tkinter

• pywebview

Interactive Interpreters

• Jupyter notebook / lab (IPython)

Logging Tools

• logging

• logbook

Machine Learning / Neural Networks / AI

• PyTorch

• TensorFlow

• Scikit-learn

• xgboost

Package / Library Manager

• pip

• Conda

Science / Chemistry Tools

• ambertools (pytraj, parmed)

• alchemlyb

• biopython

• openbabel

• rdkit

Templating

• jinja2

• mako

Testing Application / Package / Library

• hypothesis

• pytest

• mamba

• tox

• unittests

Website Template

• jupyterbook

• pysphinx