cobra
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PythonPredictions
A Python package to build predictive linear and logistic regression models focused on performance and interpretation
# Bug Report Bug: Fix the Cobra package publishing pipeline ## Description I just [released our 2023-03 Cobra release v1.1.1 to PyPI](https://pypi.org/project/pythonpredictions-cobra/#history) but had to do build and publish the...
Right now, there are some unit tests in place. However, code coverage is still sub optimal as there are several crucial parts of the code which are not tested. This...
Task: Should we have a possibility to process PySpark DataFrames? Currently at Telenet there is a use case in which they use PySpark DataFrames and they would like to use...
# Task Title Task: Automate selection of number of features ## Task Description Part of #134 but can be delivered independently and would already bring great value in allowing to...
# Add functionality to write away model metadata It would be nice to have a function for writing away the date and time of each new modeling attempt, which variables...
The issue of finding split models that work better than one single model presents itself again and again at clients (we discussed it last week again at one of our...
Add functionality for smart testing of feature interactions (e.g. via decision trees)
Now, number of bins are always the same across variables. It'd be useful for this to be optional, like for variable A I want 10 bins, for variable B I...
(suggesting from a user) The output JSON file can optionally store size of each category - this allows Data Scientists to debug and verify the preprocessing
Insipire by https://catboost.ai/ for target encoding. To be investigated
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A Python package to build predictive linear and logistic regression models focused on performance and interpretation