diff --git a/README.md b/README.md index 20cb9ca..dc65c09 100644 --- a/README.md +++ b/README.md @@ -48,6 +48,9 @@ composer require php-ai/php-ml * [DBSCAN](http://php-ml.readthedocs.io/en/latest/machine-learning/clustering/dbscan) * Cross Validation * [Random Split](http://php-ml.readthedocs.io/en/latest/machine-learning/cross-validation/random-split) +* Preprocessing + * [Normalization](http://php-ml.readthedocs.io/en/latest/machine-learning/preprocessing/normalization) + * [Imputation missing values](http://php-ml.readthedocs.io/en/latest/machine-learning/preprocessing/imputation-missing-values) * Feature Extraction * [Token Count Vectorizer](http://php-ml.readthedocs.io/en/latest/machine-learning/feature-extraction/token-count-vectorizer) * Datasets @@ -57,6 +60,7 @@ composer require php-ai/php-ml * Math * [Distance](http://php-ml.readthedocs.io/en/latest/math/distance/) * [Matrix](http://php-ml.readthedocs.io/en/latest/math/matrix/) + * [Statistic](http://php-ml.readthedocs.io/en/latest/math/statistic/) ## Contribute diff --git a/docs/index.md b/docs/index.md index 20cb9ca..dc65c09 100644 --- a/docs/index.md +++ b/docs/index.md @@ -48,6 +48,9 @@ composer require php-ai/php-ml * [DBSCAN](http://php-ml.readthedocs.io/en/latest/machine-learning/clustering/dbscan) * Cross Validation * [Random Split](http://php-ml.readthedocs.io/en/latest/machine-learning/cross-validation/random-split) +* Preprocessing + * [Normalization](http://php-ml.readthedocs.io/en/latest/machine-learning/preprocessing/normalization) + * [Imputation missing values](http://php-ml.readthedocs.io/en/latest/machine-learning/preprocessing/imputation-missing-values) * Feature Extraction * [Token Count Vectorizer](http://php-ml.readthedocs.io/en/latest/machine-learning/feature-extraction/token-count-vectorizer) * Datasets @@ -57,6 +60,7 @@ composer require php-ai/php-ml * Math * [Distance](http://php-ml.readthedocs.io/en/latest/math/distance/) * [Matrix](http://php-ml.readthedocs.io/en/latest/math/matrix/) + * [Statistic](http://php-ml.readthedocs.io/en/latest/math/statistic/) ## Contribute diff --git a/docs/machine-learning/preprocessing/imputation-missing-values.md b/docs/machine-learning/preprocessing/imputation-missing-values.md new file mode 100644 index 0000000..e69de29 diff --git a/docs/machine-learning/preprocessing/normalization.md b/docs/machine-learning/preprocessing/normalization.md new file mode 100644 index 0000000..e69de29 diff --git a/docs/math/statistic.md b/docs/math/statistic.md new file mode 100644 index 0000000..89cc00e --- /dev/null +++ b/docs/math/statistic.md @@ -0,0 +1,7 @@ +# Statistic + +### Correlation + +### Mean + +### Standard Deviation