scikit-learn/examples/inspection
Thomas J Fan d1c52f402c [MRG] Adds Permutation Importance (#13146)
* ENH Adds files

* ENH Adds permutation importance

* RFC Better names

* STY Flake8

* ENH: Adds inspect module

* DOC Adds pre_dispatch

* DOC Adds permutation importance example

* Trigger CI

* BLD Adds inspect to configuration

* RFC Update to only inspect fitted model

* RFC Removes parameters

* ENH: Adds pandas support

* STY Flake8

* DOC Adds new permutation importance example

* ENH Renames module to model_inspection

* DOC Fix links

* DOC Fixes image link

* DOC Fixes image link

* DOC Spelling

* DOC

* TST Fix keyword

* Rework RF Imp vs Perm Imp example (#4)

* WIP

* WIP

* WIP

* DOC Adds multcollinear features example

* WIP

* DOC: Clean up docs

* TST Adds tests for strings

* STY Indent correction

* WIP

* ENH Uses check_X_y

* TST Adds test with strings

* STY Fix

* TST Adds column transformer to test

* CLN Address comments

* CLN Removes import

* TST Adds test with nan

* CLN Removes import

* ENH Parallel

* DOC comments

* ENH Better handling of pandas

* ENH Clear checking of pandas dataframe

* STY Formatting

* ENH Copies in parallel helper

* DOC Adds comments

* BUG Fix copying

* BUG Fix for pandas

* BUG Fix for pandas

* REV

* BLD Trigger CI

* BUG Fix

* BUG Fix

* TST Does this work

* BUG Fixes test

* BUG Fixes test

* BUG Fix

* BUG Fix

* BUG Fix

* STY Fix

* TST Fix

* TST Fix segfault

* CLN Address comments

* CLN Address comments

* ENH Returns a bunch

* STY Flake8

* CLN Renames bunch key

* DOC Updates api

* DOC Updates api

* TST Adds permutation test with linear_regression

* DOC update

* DOC Fix label cutoff

* CLN Address comments

* TST Adds test for random_state effect

* DOC Adds permutation importance

* DOC Adds ogrisel suggestion

* DOC Address guillaumes comments

* DOC Address andreas comments

* DOC Update
2019-07-17 13:16:00 -04:00
..
README.txt FEA Partial dependence plots (#12599) 2019-04-24 22:52:15 +10:00
plot_partial_dependence.py EHN Fast PDPs for histogram-based GBDT (#13769) 2019-07-11 14:52:55 +02:00
plot_permutation_importance.py [MRG] Adds Permutation Importance (#13146) 2019-07-17 13:16:00 -04:00
plot_permutation_importance_multicollinear.py [MRG] Adds Permutation Importance (#13146) 2019-07-17 13:16:00 -04:00

README.txt

.. _inspection_examples:

Inspection
----------

Examples related to the :mod:`sklearn.inspection` module.