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Author SHA1 Message Date
Lorenzo
d015b12402 Update CONTRIBUTING.md 2022-11-08 11:29:56 -05:00
morenol
d5200074c2 fix: fix issue with iterator for svc search (#182) 2022-11-08 11:29:56 -05:00
morenol
473cdfc44d refactor: Try to follow similar pattern to other APIs (#180) 
Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
 2022-11-08 11:29:56 -05:00
morenol
ad2e6c2900 feat: expose hyper tuning module in model_selection (#179) 
* feat: expose hyper tuning module in model_selection

* Move to a folder

Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
 2022-11-08 11:29:56 -05:00
Lorenzo
9ea3133c27 Update CONTRIBUTING.md 2022-11-08 11:29:56 -05:00
Lorenzo
e4c47c7540 Add contribution guidelines (#178) 2022-11-08 11:29:56 -05:00
Montana Low
f4fd4d2239 make default params available to serde (#167) 
* add seed param to search params

* make default params available to serde

* lints

* create defaults for enums

* lint
 2022-11-08 11:29:56 -05:00
Montana Low
05dfffad5c add seed param to search params (#168) 2022-11-08 11:29:56 -05:00
morenol
a37b552a7d Lmm/add seeds in more algorithms (#164) 
* Provide better output in flaky tests

* feat: add seed parameter to multiple algorithms

* Update changelog

Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
 2022-11-08 11:29:56 -05:00
Montana Low
55e1158581 Complete grid search params (#166) 
* grid search draft

* hyperparam search for linear estimators

* grid search for ensembles

* support grid search for more algos

* grid search for unsupervised algos

* minor cleanup
 2022-11-08 11:29:56 -05:00
morenol
cfa824d7db Provide better output in flaky tests (#163) 2022-11-08 11:29:56 -05:00
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
morenol
851533dfa7 Make rand_distr optional (#161) 2022-11-08 11:29:56 -05:00
Lorenzo
0d996edafe Update LICENSE 2022-11-08 11:29:56 -05:00
morenol
f291b71f4a fix: fix compilation warnings when running only with default features (#160) 
* fix: fix compilation warnings when running only with default features
Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
 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
Montana Low
1f2597be74 grid search (#154) 
* grid search draft
* hyperparam search for linear estimators
 2022-11-08 11:29:56 -05:00
Montana Low
0f442e96c0 Handle multiclass precision/recall (#152) 
* handle multiclass precision/recall
 2022-11-08 11:29:56 -05:00
dependabot[bot]
44e4be23a6 Update criterion requirement from 0.3 to 0.4 (#150) 
* Update criterion requirement from 0.3 to 0.4

Updates the requirements on [criterion](https://github.com/bheisler/criterion.rs) to permit the latest version.
- [Release notes](https://github.com/bheisler/criterion.rs/releases)
- [Changelog](https://github.com/bheisler/criterion.rs/blob/master/CHANGELOG.md)
- [Commits](https://github.com/bheisler/criterion.rs/compare/0.3.0...0.4.0)

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

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

* fix criterion

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
 2022-11-08 11:29:56 -05:00
Christos Katsakioris
01f753f86d Add serde for StandardScaler (#148) 
* Derive `serde::Serialize` and `serde::Deserialize` for
  `StandardScaler`.
* Add relevant unit test.

Signed-off-by: Christos Katsakioris <ckatsak@gmail.com>

Signed-off-by: Christos Katsakioris <ckatsak@gmail.com>
 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
Lorenzo
09d9205696 Add example for FastPair (#144) 
* Add example

* Move to top

* Add imports to example

* Fix imports
 2022-11-08 11:29:56 -05:00
Lorenzo
dc7f01db4a Implement fastpair (#142) 
* initial fastpair implementation
* FastPair initial implementation
* implement fastpair
* Add random test
* Add bench for fastpair
* Refactor with constructor for FastPair
* Add serialization for PairwiseDistance
* Add fp_bench feature for fastpair bench
 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
morenol
98e3465e7b Fix clippy warnings (#139) 
Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
 2022-11-08 11:29:56 -05:00
ferrouille
ea39024fd2 Add SVC::decision_function (#135) 2022-11-08 11:29:56 -05:00
dependabot[bot]
4e94feb872 Update nalgebra requirement from 0.23.0 to 0.31.0 (#128) 
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...v0.31.0)

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

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

Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
 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
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
Lorenzo
b71c7b49cb minor fix 2022-11-08 12:18:03 +00:00
Lorenzo
78bf75b5d8 minor fix 2022-11-08 12:17:32 +00:00
Lorenzo
a60fdaf235 minor fix 2022-11-08 12:17:04 +00:00
Lorenzo
b4206c4b08 minor fix 2022-11-08 12:15:10 +00:00
Lorenzo (Mec-iS)
3c4a807be8 Fix std_rand feature 2022-11-08 12:04:39 +00:00
Lorenzo (Mec-iS)
c1af60cafb cleanup 2022-11-08 11:55:32 +00:00
Lorenzo (Mec-iS)
2fa454ea94 fmt 2022-11-08 11:48:14 +00:00
Lorenzo (Mec-iS)
8e6e5f9e68 Use getrandom as default (for no-std feature) 2022-11-08 11:47:31 +00:00