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PythonPredictions
A Python package to build predictive linear and logistic regression models focused on performance and interpretation
# [Matplotlib styles bug fix](https://github.com/PythonPredictions/cobra/issues/184) ❗ Is the last change acceptable or will this break stuff? ❗ ## Changes made - `with plt.style.context("seaborn-whitegrid"):` --> `with sns.axes_style("whitegrid")` - `with plt.style.context("seaborn-ticks"):` -->...
# Story Title [Update code to not raise any FutureWarnings](https://github.com/PythonPredictions/cobra/issues/190) ## Changes made - replaced `df.append(new_row)` by `pd.concat([df, new_row)` ## How does the solution address the problem We use the...
# Update code to not raise any FutureWarnings Some code in the Cobra library raises FutureWarnings. ## Task Description Change the code such that those FutureWarnings do not end up...
# Story Title [depreciated inplace keyword](https://github.com/PythonPredictions/cobra/issues/188) ## Changes made - removed all `inplace` keywords as the performance increase is minimal and it is generally considered a bad habit ## How...
# Story Title [Alternative to Q-Q plot to evaluate regression results ](https://github.com/PythonPredictions/cobra/issues/181) ## Changes made Added two functions to create plots to the RegressionEvaluator: - `plot_residuals()`: - plots the residual...
# Bug Report Bug: The `plot_incidence` function does not support the inplace argument anymore for the `reorder_categories` function. ## Description This error is linked to a deprecated keyword. and an...
# Alternative to Q-Q plot to evaluate regression results Task: Extend RegressionEvaluator class to include another graph. ## Task Description Feedback came from data science team at Port of Antwerp....
# Bug The seaborn-ticks and seaborn-whitegrid matplotlib styles which were available in matplotlib 3.4.* are not available since matplotlib 3.6.*, and have been substituted with seaborn-v0_8-ticks and seaborn-v0_8-whitegrid respectively. The...
# [Add standard deviation to pig plots in regression case](https://github.com/PythonPredictions/cobra/issues/182) ## Changes made - Adapted the code as suggested by Joost - Changed a test to include the standard deviation...
# Add standard deviation to PIG plots in regression case Task: Adding standard deviation in each bin to PIG plots. ## Task Description With minor modifications to the code, it...
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A Python package to build predictive linear and logistic regression models focused on performance and interpretation