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Author SHA1 Message Date
Lorenzo
b6e32fb328 Update README.md (#330) 2025-09-28 16:04:12 +01:00
Lorenzo
948d78a4d0 Create CITATION.cff (#329) 2025-09-28 15:50:50 +01:00
Lorenzo
448b6f77e3 Update README.md (#328) 2025-09-28 15:43:46 +01:00
Lorenzo
09be4681cf Implement cosine similarity and cosinepair (#327) 
* Implement cosine similarity and cosinepair
v0.4.3 		2025-09-27 11:08:57 +01:00
Daniel Lacina
4841791b7e implemented extra trees (#320) 
* implemented extra trees

* implemented extra trees
v0.4.2 		2025-07-12 18:37:11 +01:00
Daniel Lacina
9fef05ecc6 refactored random forest regressor into reusable compoennts (#318) 2025-07-12 15:56:49 +01:00
Daniel Lacina
c5816b0e1b refactored decision tree into reusable components (#316) 
* refactored decision tree into reusable components

* got rid of api code from base tree because its an implementation detail

* got rid of api code from base tree because its an implementation detail

* changed name
 2025-07-12 11:25:53 +01:00
Daniel Lacina
5cc5528367 implemented xgdboost_regression (#314) 
* implemented xgd_regression
 2025-07-09 15:25:45 +01:00
Daniel Lacina
d459c48372 implemented single linkage clustering (#313) 
* implemented single linkage clustering

---------

Co-authored-by: Lorenzo Mec-iS <tunedconsulting@gmail.com>
 2025-07-03 18:05:54 +01:00
Daniel Lacina
730c0d64df implemented multiclass for svc (#308) 
* implemented multiclass for svc
* modified the multiclass svc so it doesnt modify the current api
 2025-06-16 11:00:11 +01:00
Lorenzo
44424807a0 Implement SVR and SVR kernels with Enum. Add tests for argsort_mut (#303) 
* Add tests for argsort_mut
* Add formatting and cleaning up .github directory
* fix clippy error. suggestion to use .contains()
* define type explicitly for variable jstack
* Implement kernel as enumerator
* basic svr and svr_params implementation
* Complete enum implementation for Kernels. Implement search grid for SVR. Add documentation.
* Fix serde configuration in cargo clippy
*  Implement search parameters (#304)
* Implement SVR kernels as enumerator
* basic svr and svr_params implementation
* Implement search grid for SVR. Add documentation.
* Fix serde configuration in cargo clippy
* Fix wasm32 typetag
* fix typetag
* Bump to version 0.4.2
 2025-06-02 11:01:46 +01:00
morenol
76d1ef610d Update Cargo.toml (#299) 
* Update Cargo.toml

* chore: fix clippy

* chore: bump actions

* chore: fix clippy

* chore: update target name

---------

Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
v0.4.1 		2025-04-24 23:24:29 -04:00
Lorenzo
4092e24c2a Update README.md 2025-02-04 14:26:53 +00:00
Lorenzo
17dc9f3bbf Add ordered pairs for FastPair (#252) 
* Add ordered_pairs method to FastPair
* add tests to fastpair
 2025-01-28 00:48:08 +00:00
Lorenzo
c8ec8fec00 Fix #245: return error for NaN in naive bayes (#246) 
* Fix #245: return error for NaN in naive bayes
* Implement error handling for NaN values in NBayes predict:
* general behaviour has been kept unchanged according to original tests in `mod.rs`
* aka: error is returned only if all the predicted probabilities are NaN
* Add tests
* Add test with static values
* Add test for numerical stability with numpy
 2025-01-27 23:17:55 +00:00
Lorenzo
3da433f757 Implement predict_proba for DecisionTreeClassifier (#287) 
* Implement predict_proba for DecisionTreeClassifier
* Some automated fixes suggested by cargo clippy --fix
 2025-01-20 18:50:00 +00:00
dependabot[bot]
4523ac73ff Update itertools requirement from 0.12.0 to 0.13.0 (#280) 
Updates the requirements on [itertools](https://github.com/rust-itertools/itertools) to permit the latest version.
- [Changelog](https://github.com/rust-itertools/itertools/blob/master/CHANGELOG.md)
- [Commits](https://github.com/rust-itertools/itertools/compare/v0.12.0...v0.13.0)

---
updated-dependencies:
- dependency-name: itertools
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
v0.4.0 		2024-11-25 11:47:23 -04:00
morenol
ba75f9ffad chore: fix clippy (#283) 
* chore: fix clippy


Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
 2024-11-25 11:34:29 -04:00
Lorenzo
239c00428f Patch to version 0.4.0 (#257) 
* uncomment test

* Add random test for logistic regression

* linting

* Bump version

* Add test for logistic regression

* linting

* initial commit

* final

* final-clean

* Bump to 0.4.0

* Fix linter

* cleanup

* Update CHANDELOG with breaking changes

* Update CHANDELOG date

* Add functional methods to DenseMatrix implementation

* linting

* add type declaration in test

* Fix Wasm tests failing

* linting

* fix tests

* linting

* Add type annotations on BBDTree constructor

* fix clippy

* fix clippy

* fix tests

* bump version

* run fmt. fix changelog

---------

Co-authored-by: Edmund Cape <edmund@Edmunds-MacBook-Pro.local>
 2024-03-04 08:51:27 -05:00
morenol
80a93c1a0e chore: fix clippy (#276) 
Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
 2024-02-25 00:17:30 -05:00
Tushushu
4eadd16ce4 Implement the feature importance for Decision Tree Classifier (#275) 
* store impurity in the node

* add number of features

* add a TODO

* draft feature importance

* feat

* n_samples of node

* compute_feature_importances

* unit tests

* always calculate impurity

* fix bug

* fix linter
 2024-02-24 23:37:30 -05:00
Frédéric Meyer
886b5631b7 In Naive Bayes, avoid using Option::unwrap and so avoid panicking from NaN values (#274) 2024-01-10 14:59:10 -04:00
dependabot[bot]
9c07925d8a Update itertools requirement from 0.11.0 to 0.12.0 (#271) 
Updates the requirements on [itertools](https://github.com/rust-itertools/itertools) to permit the latest version.
- [Changelog](https://github.com/rust-itertools/itertools/blob/master/CHANGELOG.md)
- [Commits](https://github.com/rust-itertools/itertools/compare/v0.11.0...v0.12.0)

---
updated-dependencies:
- dependency-name: itertools
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
 2023-11-20 22:00:34 -04:00
morenol
6f22bbd150 chore: update clippy lints (#272) 
* chore: fix clippy lints
---------

Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
 2023-11-20 21:54:09 -04:00
dependabot[bot]
dbdc2b2a77 Update itertools requirement from 0.10.5 to 0.11.0 (#266) 
Updates the requirements on [itertools](https://github.com/rust-itertools/itertools) to permit the latest version.
- [Changelog](https://github.com/rust-itertools/itertools/blob/master/CHANGELOG.md)
- [Commits](https://github.com/rust-itertools/itertools/compare/v0.10.5...v0.11.0)

---
updated-dependencies:
- dependency-name: itertools
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
 2023-06-22 17:56:42 +01:00
Lorenzo
2d7c055154 Bump version 2023-05-01 13:20:17 +01:00
Ruben De Smet
545ed6ce2b Remove some allocations (#262) 
* Remove some allocations

* Remove some more allocations
 2023-04-26 21:46:26 +08:00
morenol
8939ed93b9 chore: fix clippy warnings from Rust release 1.69 (#263) 
* chore: fix clippy warnings from Rust release 1.69

* chore: run `cargo fmt`

* refactor: remove unused type parameter

---------

Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
 2023-04-26 01:35:58 +09:00
Lorenzo
9cd7348403 Update CONTRIBUTING.md 2023-04-10 15:13:27 +01:00
Hsiang-Cheng Yang
d52830a818 Update arrays.rs (#253) 
fix a typo
 2023-03-23 19:15:54 -04:00
Lorenzo
d15ea43975 Remove failure in case of failed upload to codecov.io 2023-03-20 15:08:30 +00:00
Lorenzo
f498f9629e Implement realnum::rand (#251) 
Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
Co-authored-by: Lorenzo <tunedconsulting@gmail.com>

* Implement rand. Use the new derive [#default]
* Use custom range
* Use range seed
* Bump version
* Add array length checks for
v0.3.1 		2023-03-20 14:45:44 +00:00
Lorenzo
7d059c4fb1 Update README.md 2023-03-20 11:54:10 +00:00
morenol
c7353d0b57 Run cargo clippy --fix (#250) 
* Run `cargo clippy --fix`
* Run `cargo clippy --all-features --fix`
* Fix other clippy warnings
* cargo fmt

Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
 2023-01-27 10:41:18 +00:00
Lorenzo
83dcf9a8ac Delete iml file 2022-11-10 14:09:55 +00:00
Lorenzo (Mec-iS)
3126ee87d3 Pin deps version 2022-11-09 12:03:03 +00:00
morenol
8efb959b3c Handle kernel serialization (#232) 
* Handle kernel serialization
* Do not use typetag in WASM
* enable tests for serialization
* Update serde feature deps

Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
Co-authored-by: Lorenzo <tunedconsulting@gmail.com>
 2022-11-08 16:18:05 +00:00
morenol
9eaae9ef35 Fixes for release (#237) 
* Fixes for release
* add new test
* Remove change applied in development branch
* Only add dependency for wasm32
* Update ci.yml

Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
Co-authored-by: Lorenzo <tunedconsulting@gmail.com>
 2022-11-08 16:07:14 +00:00
Lorenzo (Mec-iS)
46b6285d05 Merge release-0.3 2022-11-08 15:37:11 +00:00
Lorenzo (Mec-iS)
c683073b14 make work cargo build --target wasm32-unknown-unknown 2022-11-08 15:35:04 +00:00
Lorenzo
161d249917 Release 0.3 (#235) 2022-11-08 15:22:34 +00:00
Lorenzo (Mec-iS)
4558be5f73 Merge branch 'release-0.3' of github.com:smartcorelib/smartcore into release-0.3 2022-11-08 15:17:48 +00:00
Lorenzo (Mec-iS)
6c03e6e0b3 update CHANGELOG 2022-11-08 15:17:31 +00:00
Lorenzo
c934f6b6cf update comment 2022-11-08 14:23:13 +00:00
Lorenzo (Mec-iS)
48f1d6b74d use getrandom/js 2022-11-08 14:19:40 +00:00
Lorenzo (Mec-iS)
dad0d01f6d Update CHANGELOG 2022-11-08 13:59:49 +00:00
Lorenzo (Mec-iS)
98b18c4dae Remove unused tests flags 2022-11-08 13:53:50 +00:00
Lorenzo (Mec-iS)
2418b24ff4 Merge branch 'release-0.3' of github.com:smartcorelib/smartcore into release-0.3 2022-11-08 12:22:06 +00:00
Lorenzo (Mec-iS)
6c6f92697f minor fixes to doc 2022-11-08 12:21:34 +00:00
Lorenzo
a4097fce15 minor fix 2022-11-08 12:18:35 +00:00