Metadata-Version: 2.4
Name: Aquilonen
Version: 1.0.0
Summary: A package with the intention of simplifying machine learning workflows
Author-email: Christopher Turnbull <cturnbul@umich.edu>
License-Expression: MIT
Classifier: Programming Language :: Python :: 3
Classifier: Operating System :: OS Independent
Requires-Python: >=3.9
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: playwright
Requires-Dist: tf-playwright-stealth
Requires-Dist: statsmodels
Requires-Dist: numpy
Dynamic: license-file

Note that versioning labels are incorrect prior to 1.0.0 - sorry!

This library is intended to streamline certain processes in machine learning workflows that seem to be missing
Currently it only contains the following components:
1. TSA - This module houses a version of ARIMA (from statsmodels) that has a built in method for cross validating the model for time series analysis, instead of relying on AIC or BIC which are tentative metrics.
2. SimpleScrape - A drastically simplified version of Playwright for web scraping, which supports both sync and async playwright
3. FolderSearcher - A module that performs automatic recursive extraction of all files from a folder system, which also automatically labels each file with the folder path that it belonged to.
