PythonPredictions/cobra

Issues

• Update code to not raise any FutureWarnings

  #190 opened a year ago by patrickleonardy
  0

• deprecated 'inplace' keyword

  #188 opened a year ago by patrickleonardy
  0

• Alternative to Q-Q plot to evaluate regression results

  #181 opened a year ago by joostneuj
  0

• Matplotlib styles bug fix

  #184 opened a year ago by patrickleonardy
  1

• Add standard deviation to PIG plots in regression case

  #182 opened a year ago by joostneuj
  0

• Add functionality to evaluate bias in modelling outputs

  #180 opened a year ago by joostneuj
  0

• serialization-deserialization bug

  #143 opened 2 years ago by patrickleonardy
  4

• Expand and better document imputation_strategy in TargetEncoder

  #117 opened 2 years ago by sborms
  3

• compute_univariate_preselection has more than one responsibility

  #171 opened 2 years ago by ZlaTanskY
  0

• Add profiling & profit graphs

  #118 opened 3 years ago by sborms
  1

• Extract feature contribution per prediction

  #125 opened 3 years ago by sborms
  2

• Automatic benchmarking

  #115 opened 3 years ago by sborms
  0

• Long term pandas==2.0 support: adapt unsupported pandas usages

  #160 opened 2 years ago by sandervh14
  0

• Link to the docs/tutorial/... on library import (inital load)

  #151 opened 2 years ago by patrickleonardy
  7

• Fixing FutureWarnings

  #156 opened 2 years ago by patrickleonardy
  5

• Automatically search for categorical variables

  #137 opened 2 years ago by ZlaTanskY
  2

• Add correct links to tutorials in the README file

  #121 opened 2 years ago by JenniferRoelens
  2

• Pietro integrates some best practices within Cobra

  #154 opened 2 years ago by sandervh14
  0

• Update requirements specifications

  #158 opened 2 years ago by sandervh14
  0

• Improve contributing documentation & add recording

  #153 opened 2 years ago by sandervh14
  0

• Improve Evaluator.plot_predictions

  #136 opened 2 years ago by ZlaTanskY
  0

• Clearer documentation about how to industrialize Cobra models

  #133 opened 3 years ago by sandervh14
  1

• Allow more tuning of the model hyperparameters.

  #129 opened 3 years ago by sandervh14
  0

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

  #126 opened 3 years ago by hendrikdewinter8
  1

• Raise warning when categorical variable left unprocessed

  #123 opened 3 years ago by sborms
  2

• Warn user when trying to preprocess unsupported datatypes

  #124 opened 3 years ago by sandervh14
  2

• Append model pipeline dict with relevant preprocessor pipelines for quicker scoring

  #122 opened 3 years ago by PietAgoras
  0

• Make variable naming (and other) in plots customizable

  #119 opened 3 years ago by sborms
  1

• Category regrouped named Other even if single category

  #114 opened 3 years ago by sborms
  0

• Deserialization bug model

  #176 opened 2 years ago by patrickleonardy
  0

• Add continuous and discrete variables as attribute to the preprocessor

  #175 opened 2 years ago by patrickleonardy
  0

• Preprocessor displaying bug

  #168 opened 2 years ago by patrickleonardy
  0

• preprocessor.from_params n_bins is one integer for all features

  #173 opened 2 years ago by ZlaTanskY
  0

• compute_univariate_preselection throws an error when the thresholds are too low

  #172 opened 2 years ago by ZlaTanskY
  0

• compute_univariate_preselection on other metrics as RMSE or AUC

  #170 opened 2 years ago by ZlaTanskY
  0

• Linking to the material of past cases we often present

  #150 opened 2 years ago by sandervh14
  1

• Fix the Cobra package publishing pipeline

  #165 opened 2 years ago by sandervh14
  0

• Short term pandas 2.0 support: avoid pandas==2.0 installation.

  #159 opened 2 years ago by sandervh14
  2

• Feature: Possibility to process PySpark DataFrames?

  #148 opened 2 years ago by ZlaTanskY
  1

• Preprocessor fit_transform adapts mutable object (train_data)

  #139 opened 2 years ago by ZlaTanskY
  2

• NaN column not preprocessed properly

  #138 opened 2 years ago by ZlaTanskY
  1

• Automate selection of number of features

  #155 opened 2 years ago by sandervh14
  0

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

  #127 opened 3 years ago by sandervh14
  2

• Remove mandatory id column

  #135 opened 2 years ago by ZlaTanskY
  0

• LinearRegressionModels compatability with Sklearn version 1.2.0

  #144 opened 2 years ago by patrickleonardy
  1

• Include testing of feature interactions

  #116 opened 3 years ago by sborms
  0

• Automatic finding of most interesting split models

  #120 opened 3 years ago by sandervh14
  0

• Plot forward selection with another evaluation metric

  #110 opened 3 years ago by sandervh14
  2

• Rethink the threshold of RMSE for preselection of predictors

  #98 opened 3 years ago by hendrikdewinter8
  2

• Fixes in warning messages qqplot and cumulative gains plot

  #105 opened 3 years ago by hendrikdewinter8
  0