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Releases: lgmoneda/time-robust-forest

v0.1.14

09 Jul 10:30
8234d63
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v0.1.14 Pre-release
Pre-release

Add multiple segmentation and random segments.

Let the user use N jobs from grid search

03 Jan 13:45
16e057e
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Grid search njobs (#46)

* Add n_jobs as a parameter

* Bump version

Refactor hyper-opt function

03 Jan 13:23
43f49b4
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The process was fitting the same model multiple times.

Fix env wise hyper opt

22 Dec 14:11
5688604
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Stratify env wise hyper opt (#44)

* Replace KFold by StratifiedKFold

* Bump version

Fix random generator problem

14 Dec 14:08
3a6913e
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Fix random generator (#43)

* Share the rng

* bump version

Exclude the min_leaf parameter

28 Nov 19:44
6f9617a
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Exclude min leaf parameter (#40)

* Exclude min_leaf parameter

* Bump version

* Style fix

Random state fixed

24 Nov 13:11
dc8b3c9
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Random state fixed Pre-release
Pre-release

Make the model outputs reproducible.

Environment-wise Hyper-parameter optimization

19 Nov 11:27
d2f595c
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Hyper opt functions (#37)

* v 0.1.6

* Hyper-param functions

* Fix imports and unused variables

* Bump version

Minimum impurity decrease hyper-param

15 Nov 21:11
184c750
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Adds the minimum impurity decrease as a hyper-parameter and feature importance based on it.

Std criterion added

15 Sep 11:20
fca99df
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Std criterion added Pre-release
Pre-release

Adds a not normalized version of the std criterion.