Python Productivity stack for simple environment set up
Project description
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/.
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