d305406dfd
Implementation of Standard scaler ( #143 )
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* 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 >
2022-08-26 15:20:20 +01:00
3d2f4f71fa
Add example for FastPair ( #144 )
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* Add example
* Move to top
* Add imports to example
* Fix imports
2022-08-24 13:40:22 +01:00
a1c56a859e
Implement fastpair ( #142 )
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* 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
2022-08-23 16:56:21 +01:00
d905ebea15
Added additional doctest and fixed indices ( #141 )
2022-08-12 17:38:13 -04:00
b482acdc8d
Fix clippy warnings ( #139 )
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Co-authored-by: Luis Moreno <morenol@users.noreply.github.com >
2022-07-13 21:06:05 -04:00
b4a807eb9f
Add SVC::decision_function ( #135 )
2022-06-21 12:48:16 -04:00
ff456df0a4
Update nalgebra requirement from 0.23.0 to 0.31.0 ( #128 )
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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
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Signed-off-by: dependabot[bot] <support@github.com >
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2022-05-11 13:14:14 -04:00
322610c7fb
build(deps): update nalgebra requirement from 0.23.0 to 0.26.2 ( #98 )
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* 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 >
2022-05-11 13:04:27 -04:00
70df9a8b49
Merge pull request #133 from smartcorelib/release-0.2.1
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Release 0.2.1
2022-05-10 08:57:53 -04:00
7ea620e6fd
Updates version to 0.2.1
2022-05-09 16:03:05 -07:00
db5edcf67a
Merge pull request #132 from smartcorelib/formatting-fix
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Fixes broken build
2022-05-09 15:56:22 -07:00
8297cbe67e
Fixes broken build
2022-05-09 15:50:25 -07:00
38c9b5ad2f
Merge pull request #126 from ericschief/cover-tree-fix
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Fix issue with cover tree k-nearest neighbors
2022-05-09 15:34:10 -07:00
820201e920
Solve conflic with num-traits ( #130 )
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* 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
389b0e8e67
Only sort in CoverTree::find function if there are more than k points
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Sorting only needs to be done if the list of KNN candidates is greater
than length k.
2022-01-04 14:50:47 -08:00
f93286ffbd
Fix bug in cover tree KNN algorithm
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Prior to this change, the find function implementation for the
CoverTree class could have potentially returned the wrong result
in cases where there were multiple points in the dataset
equidistant from p. For example, the current test passed for k=3
but failed to produce the correct result for k=4 (it claimed that
3, 4, 5, and 7 were the 4 closest points to 5 in the dataset
rather than 3, 4, 5, and 6). Sorting the neighbors vector before
collecting the first k values from it resolved this issue.
2022-01-02 20:05:39 -08:00
12c102d02b
Allow setting seed for RandomForestClassifier and Regressor ( #120 )
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* Seed for the classifier.
* Seed for the regressor.
* Forgot one.
* typo.
2021-11-10 20:51:24 -04:00
521dab49ef
Merge pull request #116 from mlondschien/issue-115
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Add OOB predictions to random forests
2021-10-28 08:10:09 -07:00
3bf8813946
Merge branch 'development' into issue-115
2021-10-28 09:54:22 +02:00
7830946ecb
Merge pull request #117 from morenol/lmm/fix_clippy
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Fix clippy warnings
2021-10-27 11:01:16 -07:00
813c7ab233
Merge pull request #110 from morenol/nb/fix_docs
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docs: fix documentation of naive bayes structs
2021-10-27 11:00:12 -07:00
4397c91570
Fix clippy warnings
2021-10-20 14:15:41 -05:00
14245e15ad
type error.
2021-10-20 17:13:00 +02:00
d0a4ccbe20
Set keep_samples attribute.
2021-10-20 17:09:13 +02:00
85b9fde9a7
Another format.
2021-10-20 17:04:24 +02:00
d239314967
Same for regressor.
2021-10-14 09:59:26 +02:00
4bae62ab2f
Test.
2021-10-14 09:47:00 +02:00
e8cba343ca
Initial implementation of predict_oob.
2021-10-14 09:34:45 +02:00
0b3bf946df
chore: fix clippy warnings
2021-06-05 01:41:40 -04:00
763a8370eb
docs: fix documentation of naive bayes structs
2021-06-05 00:25:34 -04:00
1208051fb5
Merge pull request #103 from smartcorelib/dependabot/add-v2-config-file
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Upgrade to GitHub-native Dependabot
2021-04-29 12:40:54 -04:00
436d0a089f
Upgrade to GitHub-native Dependabot
2021-04-29 16:13:20 +00:00
92265cc979
Merge pull request #99 from smartcorelib/dependabot/cargo/num-0.4.0
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build(deps): update num requirement from 0.3.0 to 0.4.0
2021-04-28 18:02:58 -04:00
513d3898c9
build(deps): update num requirement from 0.3.0 to 0.4.0
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Updates the requirements on [num](https://github.com/rust-num/num ) to permit the latest version.
- [Release notes](https://github.com/rust-num/num/releases )
- [Changelog](https://github.com/rust-num/num/blob/master/RELEASES.md )
- [Commits](https://github.com/rust-num/num/compare/num-0.3.0...num-0.4.0 )
Signed-off-by: dependabot-preview[bot] <support@dependabot.com >
2021-04-28 21:44:02 +00:00
4b654b25ac
Merge pull request #97 from smartcorelib/dependabot/cargo/ndarray-0.15
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build(deps): update ndarray requirement from 0.14 to 0.15
2021-04-28 17:41:56 -04:00
5a2e1f1262
build(deps): update ndarray requirement from 0.14 to 0.15
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Updates the requirements on [ndarray](https://github.com/rust-ndarray/ndarray ) to permit the latest version.
- [Release notes](https://github.com/rust-ndarray/ndarray/releases )
- [Changelog](https://github.com/rust-ndarray/ndarray/blob/master/RELEASES.md )
- [Commits](https://github.com/rust-ndarray/ndarray/compare/ndarray-rand-0.14.0...0.15.1 )
Signed-off-by: dependabot-preview[bot] <support@dependabot.com >
2021-04-28 21:41:48 +00:00
377d5d0b06
Merge pull request #96 from smartcorelib/dependabot/cargo/rand-0.8.3
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build(deps): update rand requirement from 0.7.3 to 0.8.3
2021-04-28 17:40:02 -04:00
9ce448379a
docs: create changelog ( #102 )
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Co-authored-by: Luis Moreno <morenol@users.noreply.github.com >
2021-04-28 16:58:15 -04:00
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
703dc9688b
build(deps): update rand_distr requirement from 0.3.0 to 0.4.0
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Updates the requirements on [rand_distr](https://github.com/rust-random/rand ) to permit the latest version.
- [Release notes](https://github.com/rust-random/rand/releases )
- [Changelog](https://github.com/rust-random/rand/blob/master/CHANGELOG.md )
- [Commits](https://github.com/rust-random/rand/compare/rand_distr-0.3.0...rand_distr-0.4.0 )
2021-04-28 16:25:05 -04:00
790979a26d
build(deps): update rand requirement from 0.7.3 to 0.8.3
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Updates the requirements on [rand](https://github.com/rust-random/rand ) to permit the latest version.
- [Release notes](https://github.com/rust-random/rand/releases )
- [Changelog](https://github.com/rust-random/rand/blob/master/CHANGELOG.md )
- [Commits](https://github.com/rust-random/rand/compare/0.7.3...0.8.3 )
Signed-off-by: dependabot-preview[bot] <support@dependabot.com >
2021-04-28 20:00:24 +00:00
162bed2aa2
feat: added support to wasm ( #94 )
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* 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
5ed5772a4e
Merge pull request #95 from morenol/lmm/clippy_151
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style(lint): fix clippy warnings
2021-04-28 00:08:27 -04:00
d9814c0918
style(lint): fix clippy warnings
2021-04-27 09:32:01 -04:00
7f44b93838
Merge pull request #89 from morenol/lmm/github_actions
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Move CI to github actions
2021-03-05 19:02:11 -04:00
02200ae1e3
Only run tests once per OS
2021-03-05 18:53:54 -04:00
3dc5336514
Move CI to github actions
2021-03-05 17:57:28 -04:00
abeff7926e
Merge pull request #88 from morenol/lmm/use_usize_size
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fix: usize::from_le_bytes buffer
2021-03-05 16:59:59 -04:00
1395cc6518
fix: Use usize time for usize::from_le_bytes buffer
2021-03-05 10:25:34 -04:00
4335ee5a56
Fixes width and hight parameters of the logo
2021-02-26 12:43:10 -08:00
Tim Toebrock