potpourri

Project Requirements

potpourri -- different model implementations as python module. Each module contains three objects:
- model -- a sklearn Pipeline to fit and predict
- hyper -- dictionary with hyperparameters for sklearn's RandomizedSearchCV,
- meta -- a python dict with further information
verto -- Feature Engineering. Each module contain two objects
- trans -- a sklearn pipeline to transform data
- meta -- a python dict with further information
seasalt -- contains different utility, glue, etc. functions and classes
nbs -- notebooks to try, check, profile, etc. each model
datasets -- demo datasets

The potpourri git repo is available as PyPi package

pip install potpourri

Check the nbs folder for notebooks.

Check syntax: flake8 --ignore=F401,E251
Remove .pyc files: find . -type f -name "*.pyc" | xargs rm
Remove __pycache__ folders: find . -type d -name "__pycache__" | xargs rm -rf
Remove Jupyter checkpoints: find . -type d -name ".ipynb_checkpoints" | xargs rm -rf
Upload to PyPi with twine: python setup.py sdist && twine upload -r pypi dist/*

Othe helpful commands

Find package folders: python -c 'from setuptools import find_packages; print(find_packages())'

Please open an issue for support.

Please contribute using Github Flow. Create a branch, add commits, and open a pull request.

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution for potpourri 0.14.0
File	Size	Uploaded
potpourri-0.14.0.tar.gz	178.8 kB	May 31, 2019	Details

Download URL	potpourri-0.14.0.tar.gz
Size	178.8 kB
Tags	Source
SHA-256 checksum How to use checksums	`982b611ba54e4ece844e3fd80310340574299fe9124bb4970fe327d8f1fcb994`
BLAKE2b-256 checksum How to use checksums	`211c7cfc27edff8258917f8c5bceeb65d1e02e4d568bcd29b1bcee378597bd32`
Upload date	May 31, 2019
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/1.12.1 pkginfo/1.4.2 requests/2.20.0 setuptools/40.5.0 requests-toolbelt/0.8.0 tqdm/4.28.1 CPython/3.6.2`