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v1.2.4
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21 Commits

Author SHA1 Message Date
Ricardo Montañana
e5d49132ec Update benchmark hyperparams os STree 2021-10-31 12:41:30 +01:00
Ricardo Montañana Gómez
f438124057 Fix mistakes (#24) (#28) 
Put pandas requirements in notebooks
clean requirements.txt
 2021-03-23 13:27:32 +01:00
Ricardo Montañana Gómez
3bdac9bd60 Complete source comments (#22) 
* Add Hyperparameters description to README
Comment get_subspace method
Add environment info for binder (runtime.txt)

* Complete source comments
Change docstring type to numpy
update hyperameters table and explanation

* Update Jupyter notebooks
 2021-01-19 10:44:59 +01:00
Ricardo Montañana Gómez
1c869e154e Enhance partition (#16) 
#15 Create impurity function in Stree (consistent name, same criteria as other splitter parameter)
Create test for the new function
Update init test
Update test splitter parameters
Rename old impurity function to partition_impurity
close #15
* Complete implementation of splitter_type = impurity with tests
Remove max_distance & min_distance splitter types

* Fix mistake in computing multiclass node belief
Set default criterion for split to entropy instead of gini
Set default max_iter to 1e5 instead of 1e3
change up-down criterion to match SVC multiclass
Fix impurity method of splitting nodes
Update jupyter Notebooks
 2020-11-03 11:36:05 +01:00
Ricardo Montañana
f5706c3159 Update version and notebooks 2020-06-28 10:44:29 +02:00
Ricardo Montañana
be552fdd6c Add test for getting 3 feature_sets in Splitter 
Add ensemble notebook
 2020-06-28 02:45:08 +02:00
Ricardo Montañana
5e3a8e3ec5 Change adaboost notebook 2020-06-27 23:34:15 +02:00
Ricardo Montañana
554ec03c32 Get only 3 sets for best split 
Fix flaky test in Splitter_test
 2020-06-27 18:29:40 +02:00
Ricardo Montañana
736ab7ef20 #2 update benchmark notebook 2020-06-15 10:33:51 +02:00
Ricardo Montañana
c94bc068bd #2 Refactor Stree & create Splitter 
Add and test splitter parameter
 2020-06-15 00:22:57 +02:00
Ricardo Montañana
502ee72799 #2 Add predict and score support 
Add a test in features notebook
Show max_features in main.py
 2020-06-14 14:00:21 +02:00
Ricardo Montañana
1bfe273a70 Fix problem in _min_distance 
Remove grapher (moved to another repo)
 2020-06-12 00:50:25 +02:00
Ricardo Montañana
5c31c2b2a5 #3 update features notebook 2020-06-09 02:12:56 +02:00
Ricardo Montañana
7e932de072 #3 Add sample_weights to score, update notebooks 
Update readme to use new names of notebooks
 2020-06-09 01:46:38 +02:00
Ricardo Montañana
26273e936a #3 Add degree hyperparam and update notebooks 
Update readme to add new  notebooks
 2020-06-08 20:16:42 +02:00
Ricardo Montañana
05b462716e #3 First try, change LinearSVC to SVC 
make a builder
start changing tests
 2020-06-07 20:26:59 +02:00
Ricardo Montañana
b4816b2995 Show sample_weight use in test2 notebook 
Update revision to RC4
Lint Stree grapher
 2020-05-30 23:59:40 +02:00
Ricardo Montañana
5e5fea9c6a Document & lint code 2020-05-30 23:10:10 +02:00
Ricardo Montañana
724a4855fb Adapt some notebooks 2020-05-30 11:09:59 +02:00
Ricardo Montañana
a22ae81b54 Refactor split_data adding sample_weight 2020-05-29 18:52:23 +02:00
Ricardo Montañana
ed98054f0d First approach 
Added max_depth, tol, weighted samples
 2020-05-29 12:46:10 +02:00