cobra
cobra copied to clipboard
PythonPredictions
A Python package to build predictive linear and logistic regression models focused on performance and interpretation
# Integration of git-changelog package and invoke command for easier development [Pietro integrates some best practices within Cobra #154](https://github.com/PythonPredictions/cobra/issues/154) ## Additions made Added some automated development tasks through the [invoke](https://www.pyinvoke.org/)...
# Task Title Task: Update requirements specifications ## Task Description Right now, our requirements.txt only lists the required packages, not a python version. It takes some "figuring out" (searching on...
# Task Title Task: Pietro integrates some best practices within Cobra ## Task Description Pietro proposed the following: - commit message style - good practices (change log, etc) - invoke:...
# Task Title Task: Improve contributing documentation & add recording ## Task Description This task bundles material to be merged within the [contribution guidelines](https://github.com/PythonPredictions/cobra/wiki/Contributing-guidelines-&-workflows). Let's use the first milestone of...
Refactor code according to PEP8. This makes PR #132 obsolete. We only use black instead of the other proposed linters and typechecks in that PR.
This method currently plots and compares the predictions versus the actuals. No post-processing of the data is done, which makes the plot not visually attractive, aspecially for big test sets....
# Story Title [Improved industrialization support: persisting of model (configuration), reapeated model scoring, model monitoring](https://github.com/PythonPredictions/cobra/issues/127) ## Changes made See files committed. This is a draft pull request only for now,...
# Clearer documentation about how to industrialize Cobra models We've received a couple of questions in the past months about how Cobra models can be industrialized. Let's interpret that as...
====> **Do not merge yet! See below for explanation.**
# Allow more tuning of the model hyperparameters. While working on #126, I noticed that in the constructor of LogisticRegressionModel, a few hyperparameters are chosen as follows: ``` def __init__(self):...
Metadata
Owner
Metadata
A Python package to build predictive linear and logistic regression models focused on performance and interpretation