v1.1.2

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Due by June 30, 2023

•Last updated Jun 16, 2023

26% complete

Keep size of categories in JSON
PythonPredictions/cobra#43 · opened on Mar 12, 2021 · v1.1.2
Custom number of bins per variable
PythonPredictions/cobra#36 · opened on Mar 12, 2021 · v1.1.2
Linking to the material of past cases we often present
PythonPredictions/cobra#150 · opened on Mar 8, 2023 · v1.1.2
1
Add continuous and discrete variables as attribute to the preprocessor
PythonPredictions/cobra#175 · opened on May 15, 2023 · v1.1.2
Deserialization bug model
PythonPredictions/cobra#176 · opened on May 15, 2023 · v1.1.2
Preprocessing - TargetEncoder is dangerous
PythonPredictions/cobra#24 · opened on Jan 16, 2021 · v1.1.2
5
Analyze and improve speed and memory consumption
PythonPredictions/cobra#27 · opened on Mar 12, 2021 · v1.1.2
8
Test if class is fitted on another attribute in categorical_data_processor.py
PythonPredictions/cobra#49 · opened on Mar 16, 2021 · v1.1.2
Refactor codebase with Pylint & Black
PythonPredictions/cobra#54 · opened on Mar 19, 2021 · v1.1.2
2
Unexpected bin limit rounding
PythonPredictions/cobra#58 · opened on Mar 31, 2021 · v1.1.2
1
Possible cobra.io documentation improvements
PythonPredictions/cobra#74 · opened on Jul 13, 2021 · v1.1.2
Preprocessing - improve additive smoothing in target encoder
PythonPredictions/cobra#83 · opened on Aug 6, 2021 · v1.1.2
2
Category regrouped named Other even if single category
PythonPredictions/cobra#114 · opened on Nov 2, 2021 · v1.1.2
Make variable naming (and other) in plots customizable
PythonPredictions/cobra#119 · opened on Dec 6, 2021 · v1.1.2
1
Append model pipeline dict with relevant preprocessor pipelines for quicker scoring
PythonPredictions/cobra#122 · opened on Feb 17, 2022 · v1.1.2
Raise warning when categorical variable left unprocessed
PythonPredictions/cobra#123 · opened on Feb 25, 2022 · v1.1.2
2
Warn user when trying to preprocess unsupported datatypes
PythonPredictions/cobra#124 · opened on Mar 16, 2022 · v1.1.2
2
Tuning classification model on different metrics (lift, recall, precision,...)
PythonPredictions/cobra#126 · opened on Mar 25, 2022 · v1.1.2
1
Implementation for #126: supporting evaluation & forward feature selection for custom metrics (e.g. lift)
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#128 opened Apr 8, 2022 · Updated May 24, 2023
27
Allow more tuning of the model hyperparameters.
PythonPredictions/cobra#129 · opened on Apr 8, 2022 · v1.1.2
Implementation of #129: Allow more tuning of the model hyperparameters.
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#130 opened Apr 8, 2022 · Updated May 24, 2023
8
Clearer documentation about how to industrialize Cobra models
PythonPredictions/cobra#133 · opened on Apr 27, 2022 · v1.1.2
1
Improved industrialization support: persisting of model (configuration), reapeated model scoring, model monitoring
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#134 opened Jun 2, 2022 · Updated May 24, 2023Draft
Improve Evaluator.plot_predictions
PythonPredictions/cobra#136 · opened on Oct 19, 2022 · v1.1.2
serialization-deserialization bug
PythonPredictions/cobra#143 · opened on Jan 11, 2023 · v1.1.2
4

Issues