sdpython mlinsights issues

sdpython / mlinsights

Extends scikit-learn with new models, transformers, metrics, plotting.

http://www.xavierdupre.fr/app/mlinsights/helpsphinx/index.html

MIT License

69 stars 13 forks source link

issues

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Fixes #81, skl 0.22, 0.23 together

#82 sdpython closed 4 years ago
0
Make mlinsights work with scikit-learn 0.22 and 0.23

#81 sdpython closed 4 years ago
0
Piecewise Estimator: binner not a decision tree

#80 Alex-Fay closed 3 years ago
1
pipeline2dot fails with 'passthrough'

#79 sdpython closed 4 years ago
0
Removes strong dependency on pyquickhelper

#78 sdpython closed 4 years ago
0
Add parameter trainable to TransferTransformer

#77 sdpython closed 4 years ago
0
ConstraintKMeans does not produce convex clusters.

#76 sdpython closed 4 years ago
0
Moves kmeans with constraint from papierstat.

#75 sdpython closed 4 years ago
0
Fix PipelineCache after as scikti-learn 0.23 changed the way parameters is handle in pipelines

#74 sdpython closed 4 years ago
0
ClassifierKMeans.__repr__ fails with scikit-learn 0.23

#73 sdpython closed 4 years ago
0
Optimal decission tree for piecewise estimator

#72 m0wer closed 3 years ago
3
update kmeans l1 to the latest kmeans (signatures changed)

#71 sdpython closed 4 years ago
0
Implement DecisionTreeLogisticRegression

#70 sdpython closed 3 years ago
0
Optimizes k-means with norm L1

#69 sdpython closed 4 years ago
0
Implements gradient boosting with any kind of estimator

#68 sdpython opened 4 years ago
0
Complete refactor of pipeline visualisation

#67 sdpython opened 5 years ago
0
Fix visualisation graph: does not work when column index is an integer in ColumnTransformer

#66 sdpython closed 5 years ago
0
Implements a TargetTransformClassifier similar to TargetTransformRegressor

#65 sdpython closed 5 years ago
0
Implements a different version of TargetTransformRegressor which includes predefined functions

#64 sdpython closed 5 years ago
0
Add a transform which transform the target and applies the inverse function of the prediction before scoring

#63 sdpython closed 5 years ago
0
Add classes to deal with timeseries

#62 sdpython closed 1 year ago
0
Fix bug in pipeline2dot when keyword "passthrough is used"

#61 sdpython closed 5 years ago
0
Fix visualisation of pipeline which contains string "passthrough"

#60 sdpython closed 5 years ago
0
Add GaussianProcesses to the notebook about confidence interval and regression

#59 sdpython closed 5 years ago
0
Explores a way to compute recommandations without training

#58 sdpython closed 5 years ago
0
implements a kind of non linear orthnormalized variables

#57 sdpython opened 5 years ago
0
Fixes #55, explore caching for scikit-learn pipeline

#56 sdpython closed 5 years ago
0
Explore caching for gridsearchCV

#55 sdpython closed 5 years ago
0
[WONT] Implements a grid search which does not train on all the data to begin with

#54 sdpython closed 3 years ago
1
implements a function to extract intermediate model outputs within a pipeline

#53 sdpython closed 5 years ago
0
implements C++ version of streaming linear regression with Gram-Schmidt

#52 sdpython opened 5 years ago
0
Implements a tfidfvectorizer which keeps more information about n-grams

#51 sdpython closed 5 years ago
0
implements different quantile regression with MLPQuantileRegression

#50 sdpython opened 5 years ago
0
fix menu in documentation

#49 sdpython closed 5 years ago
0
implement a different way to sample in IntervalConfidence Regression

#48 sdpython opened 5 years ago
0
[WONT] add a unit test to test the last notebook, fix issues in the documentation (API), increase the code coverage

#47 sdpython closed 4 years ago
0
implements a way to determine close leaves in a decision tree

#46 sdpython closed 5 years ago
0
[WONTDO] implements a way to show links to notebook using a specific class

#45 sdpython closed 4 years ago
0
implements a model which produces confidence intervals based on bootstrapping

#44 sdpython closed 5 years ago
0
implements a faster custom criterion for linear regression and decision tree

#43 sdpython opened 5 years ago
0
[WONT] implements a scikit-learn transformers which produces aggregated features

#42 sdpython closed 4 years ago
0
implements a direct call to a lapack function from cython

#41 sdpython closed 5 years ago
0
implements a custom criterion for a decision tree optimizing for a linear regression

#40 sdpython closed 5 years ago
0
implements a custom criterion for decision tree

#39 sdpython closed 5 years ago
0
better implementation of a regression criterion

#38 sdpython closed 5 years ago
0
implements interaction_only for polynomial features

#37 sdpython closed 5 years ago
0
add parameter include_bias to extended features

#36 sdpython closed 5 years ago
0
piecewise classification: better way to choose out bucket observations

#35 sdpython opened 5 years ago
0
rename PiecewiseLinearRegression into PiecewiseRegression

#34 sdpython closed 5 years ago
0
implement the piecewise classifier

#33 sdpython closed 5 years ago
0

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