Benardi / touvlo

:robot: ML algorithms implemented from scratch and provided block by block

https://touvlo.readthedocs.io/en/latest/

MIT License

12 stars 18 forks source link

Add anomaly detection module, unit tests and docs #29

Closed Benardi closed 5 years ago

Benardi commented 5 years ago

Anomaly Detection Module

Description

Add Anomaly Detection Module, Test Suite and Documentation with implementation using Univariate and Multivariate Gaussian distribution.

Type of change

Please delete options that are not relevant.

[x] New feature (non-breaking change which adds functionality)
[x] This change requires a documentation update

How Has This Been Tested?

[x] Anomaly Detection related Test suite

Checklist:

[x] My code follows the style guidelines of this project
[x] I have performed a self-review of my own code
[x] I have commented my code, particularly in hard-to-understand areas
[x] I have made corresponding changes to the documentation
[x] My changes generate no new warnings
[x] I have added tests that prove my fix is effective or that my feature works
[x] New and existing unit tests pass locally with my changes
[x] Any dependent changes have been merged and published in downstream modules