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289 Commits

Author SHA1 Message Date
Malte Londschien
12c102d02b Allow setting seed for RandomForestClassifier and Regressor (#120) 
* Seed for the classifier.

* Seed for the regressor.

* Forgot one.

* typo.
 2021-11-10 20:51:24 -04:00
Malte Londschien
3bf8813946 Merge branch 'development' into issue-115 2021-10-28 09:54:22 +02:00
VolodymyrOrlov
7830946ecb Merge pull request #117 from morenol/lmm/fix_clippy 
Fix clippy warnings
 2021-10-27 11:01:16 -07:00
Luis Moreno
4397c91570 Fix clippy warnings 2021-10-20 14:15:41 -05:00
Malte Londschien
14245e15ad type error. 2021-10-20 17:13:00 +02:00
Malte Londschien
d0a4ccbe20 Set keep_samples attribute. 2021-10-20 17:09:13 +02:00
Malte Londschien
85b9fde9a7 Another format. 2021-10-20 17:04:24 +02:00
Malte Londschien
d239314967 Same for regressor. 2021-10-14 09:59:26 +02:00
Malte Londschien
4bae62ab2f Test. 2021-10-14 09:47:00 +02:00
Malte Londschien
e8cba343ca Initial implementation of predict_oob. 2021-10-14 09:34:45 +02:00
Luis Moreno
0b3bf946df chore: fix clippy warnings 2021-06-05 01:41:40 -04:00
Luis Moreno
763a8370eb docs: fix documentation of naive bayes structs 2021-06-05 00:25:34 -04:00
Luis Moreno
c295a0d1bb fix: fix code to be compatible with rand 0.8, following the recommendations of https://rust-random.github.io/book/update-0.8.html and https://docs.rs/getrandom/0.2.2/getrandom/#webassembly-support 2021-04-28 16:28:43 -04:00
Luis Moreno
162bed2aa2 feat: added support to wasm (#94) 
* test: run tests also in wasm targets

* fix: install rand with wasm-bindgen por wasm targets

* fix: use actual usize size to access buffer.

* fix: do not run functions that create files in wasm.

* test: do not run in wasm test that panics.

Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
 2021-04-28 15:58:39 -04:00
Luis Moreno
d9814c0918 style(lint): fix clippy warnings 2021-04-27 09:32:01 -04:00
Luis Moreno
1395cc6518 fix: Use usize time for usize::from_le_bytes buffer 2021-03-05 10:25:34 -04:00
zhangyiqun01
6d58dbe2a2 rename svm svr to svc in tests and docs 2021-02-26 10:52:04 +08:00
Luis Moreno
1b42f8a396 feat: Add getters for naive bayes structs (#74) 
* feat: Add getters for GaussianNB

* Add classes getter to BernoulliNB

Add classes getter to CategoricalNB

Add classes getter to MultinomialNB

* Add feature_log_prob getter to MultinomialNB

* Add class_count to NB structs

* Add n_features getter for NB

* Add feature_count to MultinomialNB and BernoulliNB

* Add n_categories to CategoricalNB

* Implement feature_log_prob and category_count getter for CategoricalNB

* Implement feature_log_prob for BernoulliNB
 2021-02-25 15:44:34 -04:00
Chris McComb
fed11f005c Fixed formatting to pass cargo format check. 2021-02-17 21:29:51 -05:00
Chris McComb
483a21bec0 Oops, test was failing due to typo. Fixed now. 2021-02-17 21:22:41 -05:00
Chris McComb
4fb2625a33 Implemented make_moons generator per https://github.com/scikit-learn/scikit-learn/blob/95119c13a/sklearn/datasets/_samples_generator.py#L683 2021-02-17 21:22:06 -05:00
Luis Moreno
a30802ec43 fix: Change to compile for wasm32-unknown-unknown target (#80) 2021-02-16 22:20:02 -04:00
Luis Moreno
4af69878e0 fix: Fix new clippy warnings (#79) 
* Fix new clippy warnings

* Allow clippy::suspicious-operation-groupings
 2021-02-16 18:19:14 -04:00
VolodymyrOrlov
745d0b570e Merge pull request #76 from gaxler/OneHotEncoder 
One hot encoder
 2021-02-11 17:42:57 -08:00
gaxler
6b5bed6092 remove old 2021-02-09 22:01:59 -08:00
gaxler
af6ec2d402 rename categorical 2021-02-09 22:01:34 -08:00
gaxler
828df4e338 Use CategoryMapper to transform an iterator. No more passing iterator to SeriesEncoders 2021-02-03 13:42:27 -08:00
gaxler
374dfeceb9 No more SeriesEncoders. 2021-02-03 13:41:25 -08:00
gaxler
3cc20fd400 Move all functionality to CategoryMapper (one-hot and ordinal). 2021-02-03 13:39:26 -08:00
gaxler
700d320724 simplify SeriesEncoder trait 2021-02-03 10:45:25 -08:00
gaxler
ef06f45638 Switch to use SeriesEncoder trait 2021-02-02 18:21:06 -08:00
gaxler
237b1160b1 doc update 2021-02-02 18:20:27 -08:00
gaxler
d31145b4fe Define common series encoder behavior 2021-02-02 18:19:36 -08:00
gaxler
19ff6df84c Separate mapper object 2021-02-02 17:40:58 -08:00
gaxler
228b54baf7 fmt 2021-02-01 11:24:50 -08:00
gaxler
03b9f76e9f Doc+Naming Improvement 2021-02-01 11:24:20 -08:00
gaxler
a882741e12 If transform fails - fail before copying the whole matrix 
(changed the order of coping, first do the categorical, than copy ther rest)
 2021-02-01 11:20:03 -08:00
gaxler
f4b5936dcf fmt 2021-01-30 20:18:52 -08:00
gaxler
863be5ef75 style fixes 2021-01-30 20:09:52 -08:00
gaxler
ca0816db97 Clippy fixes 2021-01-30 19:55:04 -08:00
gaxler
2f03c1d6d7 module name change 2021-01-30 19:54:42 -08:00
gaxler
c987d39d43 tests + force Categorizable be RealNumber 2021-01-30 19:31:09 -08:00
gaxler
fd6b2e8014 Transform matrix 2021-01-30 19:29:58 -08:00
gaxler
cd5611079c Fit OneHotEncoder 2021-01-30 19:29:33 -08:00
gaxler
dd39433ff8 Categorizable trait defines logic of turning floats into hashable categorical variables. Since we only support RealNumbers for now, the idea is to treat round numbers as ordinal (or nominal if user chooses to ignore order) categories. 2021-01-30 18:48:23 -08:00
gaxler
3dc8a42832 Adapt column numbers to the new columns introduced by categorical variables. 2021-01-30 16:05:45 -08:00
gaxler
3480e728af Documentation updates 2021-01-30 16:04:41 -08:00
gaxler
f91b1f9942 fit SeriesOneHotEncoders to predefined columns 2021-01-27 19:37:54 -08:00
gaxler
5c400f40d2 Scaffold for turniing floats to hashable and fittinng to columns 2021-01-27 19:36:38 -08:00
gaxler
408b97d8aa Rename series encoder and move to separate module file 2021-01-27 19:31:14 -08:00