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sdpython/mlinsights
Add wheel build for Apple Silicon and support macos in general

Currently, the most recent version for macos is 0.5.0. But that requires you to be on an intel processor and an old os (10.15). I ve tried many ways to pip install mlinsights to get my program running ...
  • warren-zhou-intellicess
  • 1
  • Opened 
    on Nov 18, 2024
  • #133

sdpython/mlinsights
Faster split criterion for Piecewise Tree Regressor

As far as I have noticed, for splitting a node, it is required to compute the beta coefficients for the linear regression model for the node samples, calculate the MSE score and then decide the split based ...
  • craciuncg
  • Opened 
    on Feb 16, 2024
  • #129

sdpython/mlinsights
Import-issue in Predictable t-SNE

After trying to use such code: from mlinsights.mlmodel import PredictableTSNE I got this error: /usr/local/lib/python3.10/dist-packages/sklearn/ensemble/_bagging.py in module 14 import numpy as np 15 ...
  • Nick18899
  • 2
  • Opened 
    on Sep 1, 2023
  • #119

sdpython/mlinsights
Interval-Specific Linear Models in Piecewise Linear Regression/Classification

I am interested in finding out if it s possible to use distinct linear models for each interval. To illustrate, if the data is divided into three parts by the binning process, I would prefer to use Ridge ...
  • Mojzaar
  • Opened 
    on Mar 24, 2023
  • #117

sdpython/mlinsights
Error for some of the regression models

I was going to use PiecewiseRegressor with ARDRegression estimator, and in general an estimator build with a pipeline or Gridsearch model but I am getting this error: Traceback (most recent call last): ...
  • Mojzaar
  • 1
  • Opened 
    on Mar 22, 2023
  • #116

sdpython/mlinsights
QuantileLinearRegression causing __init__() got an unexpected keyword argument 'normalize'

Hi there, I have noticed that due to (https://github.com/sdpython/mlinsights/commit/a437ba8578dcc3a872e0faa0a74492dfa27ce285) (Or at least, I suspect that it is the cause of the issue I report below :) ...
  • salmazenn
  • 3
  • Opened 
    on Dec 12, 2022
  • #114

sdpython/mlinsights
Sample weights for PiecewiseTreeRegressor

I m trying to build an ensemble learner using PiecewiseTreeRegressors. In doing so, the parameter sample_weight is utilized during fitting of the estimator. This throws an error here: https://github.com/sdpython/mlinsights/blob/c23988e57080058686418d9e22401d39865c97ff/mlinsights/mlmodel/piecewise_tree_regression_criterion_linear.pyx#L150 ...
  • jakebasilico
  • 3
  • Opened 
    on Aug 30, 2022
  • #111

sdpython/mlinsights
Input / Outputs for ColumnTransformers not captured

I try to capture the outputs of Estimators in a ColumnTransformer using alter_pipeline_for_debugging and enumerate_pipeline_models. Yet, all inputs and outputs for the Estimatorss in a ColumnTransformer ...
bug
  • Ennosigaeon
  • 1
  • Opened 
    on Nov 10, 2021
  • #104

sdpython/mlinsights
LICENSE file missing in PyPI release

Hi! 👋 Thanks for maintaining this package. I m trying to add mlinsights to conda-forge but it turns out to be a bit difficult because the LICENSE.txt is not packaged into mlinsights-0.3.549.tar.gz. I ...
  • janjagusch
  • 2
  • Opened 
    on May 28, 2021
  • #99

sdpython/mlinsights
piecewise_decision_tree does not compile with the latest version of scikit-learn

0.24.2
bug
  • sdpython
  • Opened 
    on May 2, 2021
  • #97
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