List view

Keep size of categories in JSON

enhancementNew feature or requestNew feature or request

questionFurther information is requestedFurther information is requested

Status: Open.

#43 In PythonPredictions/cobra;

· JanBenisek opened on Mar 12, 2021

Custom number of bins per variable

enhancementNew feature or requestNew feature or request

questionFurther information is requestedFurther information is requested

Status: Open.

#36 In PythonPredictions/cobra;

· JanBenisek opened on Mar 12, 2021

Linking to the material of past cases we often present

good first issueGood for newcomersGood for newcomers

Status: Open.

#150 In PythonPredictions/cobra;

· sandervh14 opened on Mar 8, 2023

Add continuous and discrete variables as attribute to the preprocessor

enhancementNew feature or requestNew feature or request

Status: Open.

#175 In PythonPredictions/cobra;

· patrickleonardy opened on May 15, 2023

Deserialization bug model

bugSomething isn't workingSomething isn't working

good first issueGood for newcomersGood for newcomers

Status: Open.

#176 In PythonPredictions/cobra;

· patrickleonardy opened on May 15, 2023

Preprocessing - TargetEncoder is dangerous

enhancementNew feature or requestNew feature or request

questionFurther information is requestedFurther information is requested

Status: Open.

#24 In PythonPredictions/cobra;

· lsorber opened on Jan 16, 2021

Analyze and improve speed and memory consumption

bugSomething isn't workingSomething isn't working

questionFurther information is requestedFurther information is requested

Status: Open.

#27 In PythonPredictions/cobra;

· JanBenisek opened on Mar 12, 2021

Test if class is fitted on another attribute in categorical_data_processor.py

bugSomething isn't workingSomething isn't working

good first issueGood for newcomersGood for newcomers

Status: Open.

#49 In PythonPredictions/cobra;

· JanBenisek opened on Mar 16, 2021

Refactor codebase with Pylint & Black

data engineering

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

Status: Open.

#54 In PythonPredictions/cobra;

· JanBenisek opened on Mar 19, 2021

Unexpected bin limit rounding

good first issueGood for newcomersGood for newcomers

Status: Open.

#58 In PythonPredictions/cobra;

· sandervh14 opened on Mar 31, 2021

Possible cobra.io documentation improvements

enhancementNew feature or requestNew feature or request

Status: Open.

#74 In PythonPredictions/cobra;

· JanBenisek opened on Jul 13, 2021

Preprocessing - improve additive smoothing in target encoder

enhancementNew feature or requestNew feature or request

Status: Open.

#83 In PythonPredictions/cobra;

· sandervh14 opened on Aug 6, 2021

Category regrouped named Other even if single category

good first issueGood for newcomersGood for newcomers

Status: Open.

#114 In PythonPredictions/cobra;

· sborms opened on Nov 2, 2021

Make variable naming (and other) in plots customizable

good first issueGood for newcomersGood for newcomers

Status: Open.

#119 In PythonPredictions/cobra;

· sborms opened on Dec 6, 2021

Append model pipeline dict with relevant preprocessor pipelines for quicker scoring

enhancementNew feature or requestNew feature or request

Status: Open.

#122 In PythonPredictions/cobra;

· PietAgoras opened on Feb 17, 2022

Raise warning when categorical variable left unprocessed

good first issueGood for newcomersGood for newcomers

Status: Open.

#123 In PythonPredictions/cobra;

· sborms opened on Feb 25, 2022

Warn user when trying to preprocess unsupported datatypes

good first issueGood for newcomersGood for newcomers

Status: Open.

#124 In PythonPredictions/cobra;

· sandervh14 opened on Mar 16, 2022

Tuning classification model on different metrics (lift, recall, precision,...)

enhancementNew feature or requestNew feature or request

Status: Open.

#126 In PythonPredictions/cobra;

· hendrikdewinter8 opened on Mar 25, 2022

Implementation for #126: supporting evaluation & forward feature selection for custom metrics (e.g. lift)

enhancementNew feature or requestNew feature or request

Status: Open (in progress).

PythonPredictions/cobranumber 128

#128 In PythonPredictions/cobra;

· sandervh14 opened on Apr 8, 2022

Allow more tuning of the model hyperparameters.

enhancementNew feature or requestNew feature or request

Status: Open.

#129 In PythonPredictions/cobra;

· sandervh14 opened on Apr 8, 2022

Implementation of #129: Allow more tuning of the model hyperparameters.

enhancementNew feature or requestNew feature or request

Status: Open (in progress).

PythonPredictions/cobranumber 130

#130 In PythonPredictions/cobra;

· sandervh14 opened on Apr 8, 2022

Clearer documentation about how to industrialize Cobra models

Status: Open.

#133 In PythonPredictions/cobra;

· sandervh14 opened on Apr 27, 2022

Improved industrialization support: persisting of model (configuration), reapeated model scoring, model monitoring

enhancementNew feature or requestNew feature or request

Status: Draft (not ready).

PythonPredictions/cobranumber 134

#134 In PythonPredictions/cobra;

· sandervh14 opened on Jun 2, 2022

Improve Evaluator.plot_predictions

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

Status: Open.

#136 In PythonPredictions/cobra;

· ZlaTanskY opened on Oct 19, 2022

serialization-deserialization bug

bugSomething isn't workingSomething isn't working

good first issueGood for newcomersGood for newcomers

Status: Open.

#143 In PythonPredictions/cobra;

· patrickleonardy opened on Jan 11, 2023