Volodymyr Orlov
a2be9e117f
feat: + cross_validate, trait Predictor, refactoring
2020-12-22 15:41:53 -08:00
Luis Moreno
c9eb94ba93
Derive clone for NB Parameters
2020-12-18 00:39:54 -04:00
Volodymyr Orlov
5a185479a7
feat: NB documentation
2020-12-17 19:00:11 -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
morenol
4720a3a4eb
MultinomialNB ( #32 )
...
feat: add MultinomialNB
2020-12-03 09:51:33 -04:00
morenol
9db993939e
Add serde to CategoricalNB ( #30 )
...
* Add serde to CategoricalNB
* Implement PartialEq for CategoricalNBDistribution
2020-11-19 16:07:10 -04:00
morenol
ad3ac49dde
Implement GaussianNB ( #27 )
...
* feat: Add GaussianNB
2020-11-19 14:19:22 -04:00
morenol
72e9f8293f
Use log likelihood to make calculations more stable ( #28 )
...
* Use log likelihood to make calculations more stable
* Fix problem with class_count in categoricalnb
* Use a similar approach to the one used in scikitlearn to define which are the possible categories of each feature.
2020-11-16 23:56:50 -04:00
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
morenol
3d4d5f64f6
feat: add Naive Bayes and CategoricalNB ( #15 )
...
* feat: Implement Naive Bayes classifier
* Implement CategoricalNB
2020-11-09 15:54:27 -04:00
