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86 Commits

Author SHA1 Message Date
morenol
bb5b437a32 feat: allocate first and then proceed to create matrix from Vec of Ro… (#159) 
* feat: allocate first and then proceed to create matrix from Vec of RowVectors
 2022-11-08 11:29:56 -05:00
Tim Toebrock
2d75c2c405 Implement a generic read_csv method (#147) 
* feat: Add interface to build `Matrix` from rows.
* feat: Add option to derive `RealNumber` from string.
To construct a `Matrix` from csv, and therefore from string, I need to be able to deserialize a generic `RealNumber` from string.
* feat: Implement `Matrix::read_csv`.
 2022-11-08 11:29:56 -05:00
Tim Toebrock
df766eaf79 Implementation of Standard scaler (#143) 
* docs: Fix typo in doc for categorical transformer.
* feat: Add option to take a column from Matrix.
I created the method `Matrix::take_column` that uses the `Matrix::take`-interface to extract a single column from a matrix. I need that feature in the implementation of  `StandardScaler`.
* feat: Add `StandardScaler`.
Authored-by: titoeb <timtoebrock@googlemail.com>
 2022-11-08 11:29:56 -05:00
Chris McComb
eb4b49d552 Added additional doctest and fixed indices (#141) 2022-11-08 11:29:56 -05:00
dependabot-preview[bot]
fa802d2d3f build(deps): update nalgebra requirement from 0.23.0 to 0.26.2 (#98) 
* build(deps): update nalgebra requirement from 0.23.0 to 0.26.2

Updates the requirements on [nalgebra](https://github.com/dimforge/nalgebra) to permit the latest version.
- [Release notes](https://github.com/dimforge/nalgebra/releases)
- [Changelog](https://github.com/dimforge/nalgebra/blob/dev/CHANGELOG.md)
- [Commits](https://github.com/dimforge/nalgebra/compare/v0.23.0...v0.26.2)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>

* fix: updates for nalgebre

* test: explicitly call pow_mut from BaseVector since now it conflicts with nalgebra implementation

* Don't be strict with dependencies

Co-authored-by: dependabot-preview[bot] <27856297+dependabot-preview[bot]@users.noreply.github.com>
Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
 2022-11-08 11:29:56 -05:00
morenol
820201e920 Solve conflic with num-traits (#130) 
* Solve conflic with num-traits

* Fix clippy warnings

Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
 2022-05-05 10:39:18 -04:00
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
Luis Moreno
0b3bf946df chore: fix clippy warnings 2021-06-05 01:41:40 -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
4af69878e0 fix: Fix new clippy warnings (#79) 
* Fix new clippy warnings

* Allow clippy::suspicious-operation-groupings
 2021-02-16 18:19:14 -04:00
Ben Cross
f1cf8a6f08 Added serde feature flags to tests 2021-01-18 10:32:35 +00:00
Ben Cross
762986b271 Cargo format 2021-01-17 21:37:30 +00:00
Ben Cross
e0d46f430b feat: Make SerDe optional 2021-01-17 21:35:03 +00:00
Volodymyr Orlov
9b221979da fix: clippy, documentation and formatting 2020-12-22 16:35:28 -08:00
Volodymyr Orlov
a2be9e117f feat: + cross_validate, trait Predictor, refactoring 2020-12-22 15:41:53 -08:00
VolodymyrOrlov
1ce18b5296 Merge pull request #37 from smartcorelib/elasticnet 
Elastic Net
 2020-12-17 12:52:47 -08:00
Luis Moreno
505f495445 fix: Update ndarray version 2020-12-16 00:20:07 -04:00
Volodymyr Orlov
cceb2f046d feat: lasso documentation 2020-12-13 13:35:14 -08:00
Volodymyr Orlov
a27c29b736 Merge branch 'development' into elasticnet 2020-12-11 18:59:04 -08:00
Volodymyr Orlov
78673b597f feat: adds elastic net 2020-12-11 18:55:07 -08:00
morenol
53351b2ece fix needless-range and clippy::ptr_arg warnings. (#36) 
* Fix needless for loop range

* Do not ignore clippy::ptr_arg
 2020-12-11 16:52:39 -04:00
morenol
f0b348dd6e feat: BernoulliNB (#31) 
* feat: BernoulliNB

* Move preprocessing to a trait in linalg/stats.rs
 2020-12-04 20:45:40 -04:00
VolodymyrOrlov
c172c407d2 Merge pull request #35 from smartcorelib/lasso 
LASSO
 2020-12-02 17:34:54 -08:00
Volodymyr Orlov
67e5829877 simplifies generic matrix.ab implementation 2020-11-25 12:23:04 -08:00
morenol
89a5136191 Change implementation of to_row_vector for nalgebra (#34) 
* Add failing test

* Change implementation of to_row_vector for nalgebra
 2020-11-25 14:39:02 -04:00
Volodymyr Orlov
583284e66f feat: adds LASSO 2020-11-24 19:12:53 -08:00
Luis Moreno
6587ac032b Rename to from_array 2020-11-11 22:23:56 -04:00
Luis Moreno
900078cb04 Implement abstract method to convert a slice to a BaseVector, Implement RealNumberVector over BaseVector instead of over Vec<T> 2020-11-11 22:10:01 -04:00
VolodymyrOrlov
8f72716fe9 Merge branch 'development' into ridge 2020-11-11 16:12:34 -08:00
Volodymyr Orlov
7a4fe114d8 fix: ridge regression, formatting 2020-11-11 12:01:57 -08:00
Volodymyr Orlov
ca3a3a101c fix: ridge regression, post-review changes 2020-11-11 12:00:58 -08:00
Luis Moreno
85d2ecd1c9 Fix clippy errors after --all-features was enabled 2020-11-10 21:24:04 -04:00
Luis Moreno
c756496b71 Fix clippy::len_without_is_empty 2020-11-09 16:36:43 -04:00
Luis Moreno
5e887634db Fix clippy::comparison_chain 2020-11-09 00:02:22 -04:00
Luis Moreno
3c1969bdf5 Fix clippy::needless_lifetimes 2020-11-08 23:59:28 -04:00
Luis Moreno
0c35adf76a Fix clippy::let_and_return 2020-11-08 23:26:22 -04:00
Luis Moreno
54886ebd72 Fix rust-2018-idioms warnings 2020-11-08 20:24:08 -04:00
Luis Moreno
860056c3ba Run: cargo clippy --fix -Z unstable-options and cargo fmt 2020-11-08 19:39:11 -04:00
Volodymyr Orlov
83048dbe94 fix: small doc changes 2020-11-06 11:20:43 -08:00
Volodymyr Orlov
ab7f46603c feat: + ridge regression 2020-11-06 10:48:00 -08:00
Volodymyr Orlov
b8fea67fd2 fix: formatting 2020-11-03 15:49:04 -08:00
Volodymyr Orlov
6473a6c4ae feat: adds Cholesky matrix decomposition 2020-11-03 15:39:43 -08:00
Volodymyr Orlov
cf4f658f01 feat: adds 3 more SVM kernels, linalg refactoring 2020-10-28 17:10:17 -07:00
Volodymyr Orlov
20e58a8817 feat: adds e-SVR 2020-10-15 16:23:26 -07:00