productivity-stack 0.0.1

Python Productivity stack for simple environment set up

Python Productivity Stack

This is a simple meta-package that does nothing except indexing and grouping other packages. This is just something I'm doing to make life easy for me

The Stack and Installation

Most of the "code" of this repository lives in setup.cfg. The stack has been broken down into the following parts

Project

Libraries	black, pyscaffold, pre-commit
Install Step	pip install productivity-stack[project]

ML

Libraries	Scikit-Learn, PyTorch, NumPy, PyTorch Lightning, Pandas, Notebook
Install Step	pip install productivity-stack[ml]

(Computer) Vision

Libraries	Scikit-Image, Kornia
Install Step	pip install productivity-stack[vision]

Web

Libraries	FastAPI, Streamlit, AIOHTTP, Dash
Install Step	pip install productivity-stack[web]

Software development

Libraries	Box, aiomultiprocess, Dask, rootpath, tqdm, Rich
Install Step	pip install productivity-stack[sdev]

MLOps

Libraries	Boto3, Sagemaker, MLflow, python-terraform, Prefect, s3fs
Install Step	pip install productivity-stack[mlops]

Documentation tooling

Libraries	Sphinx, Graphviz, MkDocs
Install Step	pip install productivity-stack[docs]

General Ops

Libraries	Bandit, Radon
Install Step	pip install productivity-stack[ops]

Contribution Guidelines

Check CONTRIBUTING.rst. tl;dr - Always super happy to accept contributions!

Note

This project has been set up using PyScaffold 4.2.2. For details and usage information on PyScaffold see https://pyscaffold.org/.