mirror of
https://github.com/Llewellynvdm/php-ml.git
synced 2024-11-24 22:07:33 +00:00
4af8449b1c
* MultilayerPerceptron interface changes - Signature closer to other algorithms - New predict method - Remove desired error - Move maxIterations to constructor * MLP tests for multiple hidden layers and multi-class * Update all MLP-related tests * coding style fixes * Backpropagation included in multilayer-perceptron
50 lines
2.3 KiB
YAML
50 lines
2.3 KiB
YAML
site_name: PHP-ML - Machine Learning library for PHP
|
|
pages:
|
|
- Home: index.md
|
|
- Machine Learning:
|
|
- Association rule learning:
|
|
- Apriori: machine-learning/association/apriori.md
|
|
- Classification:
|
|
- SVC: machine-learning/classification/svc.md
|
|
- KNearestNeighbors: machine-learning/classification/k-nearest-neighbors.md
|
|
- NaiveBayes: machine-learning/classification/naive-bayes.md
|
|
- Regression:
|
|
- LeastSquares: machine-learning/regression/least-squares.md
|
|
- SVR: machine-learning/regression/svr.md
|
|
- Clustering:
|
|
- KMeans: machine-learning/clustering/k-means.md
|
|
- DBSCAN: machine-learning/clustering/dbscan.md
|
|
- Metric:
|
|
- Accuracy: machine-learning/metric/accuracy.md
|
|
- Confusion Matrix: machine-learning/metric/confusion-matrix.md
|
|
- Classification Report: machine-learning/metric/classification-report.md
|
|
- Workflow:
|
|
- Pipeline: machine-learning/workflow/pipeline.md
|
|
- Neural Network:
|
|
- Multilayer Perceptron Classifier: machine-learning/neural-network/multilayer-perceptron-classifier.md
|
|
- Cross Validation:
|
|
- RandomSplit: machine-learning/cross-validation/random-split.md
|
|
- Stratified Random Split: machine-learning/cross-validation/stratified-random-split.md
|
|
- Preprocessing:
|
|
- Normalization: machine-learning/preprocessing/normalization.md
|
|
- Imputation missing values: machine-learning/preprocessing/imputation-missing-values.md
|
|
- Feature Extraction:
|
|
- Token Count Vectorizer: machine-learning/feature-extraction/token-count-vectorizer.md
|
|
- Tf-idf Transformer: machine-learning/feature-extraction/tf-idf-transformer.md
|
|
- Datasets:
|
|
- Array Dataset: machine-learning/datasets/array-dataset.md
|
|
- CSV Dataset: machine-learning/datasets/csv-dataset.md
|
|
- Files Dataset: machine-learning/datasets/files-dataset.md
|
|
- Ready to use datasets:
|
|
- Iris: machine-learning/datasets/demo/iris.md
|
|
- Wine: machine-learning/datasets/demo/wine.md
|
|
- Glass: machine-learning/datasets/demo/glass.md
|
|
- Models management:
|
|
- Persistency: machine-learning/model-manager/persistency.md
|
|
- Math:
|
|
- Distance: math/distance.md
|
|
- Matrix: math/matrix.md
|
|
- Set: math/set.md
|
|
- Statistic: math/statistic.md
|
|
theme: readthedocs
|