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Vendor qazdcc
Package php-ml
Short Description PHP-ML - Machine Learning library for PHP
License MIT
Homepage https://github.com/php-ai/php-ml

Keywords artificial intelligence Neural network machine learning pattern recognition computational learning theory data science feature extraction

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Informations about the package php-ml

PHP-ML - Machine Learning library for PHP

Fresh approach to Machine Learning in PHP. Algorithms, Cross Validation, Neural Network, Preprocessing, Feature Extraction and much more in one library.

PHP-ML requires PHP >= 7.0.

Simple example of classification:

Documentation

To find out how to use PHP-ML follow Documentation.

Installation

Currently this library is in the process of being developed, but You can install it with Composer:

Examples

Example scripts are available in a separate repository php-ai/php-ml-examples.

Features

Association rule learning
- Apriori
Classification
- SVC
- k-Nearest Neighbors
- Naive Bayes
- Decision Tree (CART)
- Ensemble Algorithms
  - Bagging (Bootstrap Aggregating)
  - Random Forest
  - AdaBoost
- Linear
  - Adaline
  - Decision Stump
  - Perceptron
  - LogisticRegression
Regression
- Least Squares
- SVR
Clustering
- k-Means
- DBSCAN
- Fuzzy C-Means
Metric
Workflow
- Pipeline
Neural Network
- Multilayer Perceptron Classifier
Cross Validation
- Random Split
- Stratified Random Split
Preprocessing
- Normalization
- Imputation missing values
Feature Extraction
- Token Count Vectorizer
- Tf-idf Transformer
Dimensionality Reduction
- PCA (Principal Component Analysis)
- Kernel PCA
- LDA (Linear Discriminant Analysis)
Datasets
- Array
- CSV
- Files
- Ready to use:
  - Iris
  - Wine
  - Glass
Models management
- Persistency
Math
- Distance
- Matrix
- Set
- Statistic
- Linear Algebra

Contribute

You can find more about contributing in CONTRIBUTING.md.

License

PHP-ML is released under the MIT Licence. See the bundled LICENSE file for details.

Author

Arkadiusz Kondas (@ArkadiuszKondas)

All versions of php-ml with dependencies

PHP Build Version

Package Version

Version 0.5.0 Release 14. Nov 2017
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Requires php Version ^7.1

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