README.md

scicloj.ml.smile

Smile models for metamorph.ml

This project depends on Smile 2.6.0 for licence reasons. Smile 3.0.0 has changed the licence from LGPL to GPL and no decision was taken if to upgrade scicloj.ml.smile to Smile 3.0.0 and therefore change licence to GPL.

Included models/algorithms

Classificatiopn

• :smile.classification/linear-discriminant-analysis
• :smile.classification/fld
• :smile.classification/random-forest
• :smile.classification/ada-boost
• :smile.classification/knn
• :smile.classification/decision-tree
• :smile.classification/gradient-tree-boost
• :smile.classification/regularized-discriminant-analysis
• :smile.classification/quadratic-discriminant-analysis
• :smile.classification/logistic-regression
• :smile.classification/svm
• :smile.classification/maxent-multinomial
• :smile.classification/maxent-binomial
• :smile.classification/mlp
• :smile.classification/discrete-naive-bayes
• :smile.classification/sparse-svm
• :smile.classification/sparse-logistic-regression

Regression

• :smile.regression/ordinary-least-square
• :smile.regression/elastic-net
• :smile.regression/lasso
• :smile.regression/ridge
• :smile.regression/gradient-tree-boost
• :smile.regression/random-forest

Clustering

• :fastmath.cluster/spectral
• :fastmath.cluster/dbscan
• :fastmath.cluster/k-means
• :fastmath.cluster/mec
• :fastmath.cluster/clarans
• :fastmath.cluster/g-means
• :fastmath.cluster/lloyd
• :fastmath.cluster/x-means
• :fastmath.cluster/deterministic-annealing
• :fastmath.cluster/denclue

Projections

• :smile.projections/pca-cov
• :smile.projections/pca-cor
• :smile.projections/pca-prob
• :smile.projections/kpca
• :smile.projections/gha
• :smile.projections/random

Manifolds

• :smile.manifold/isomap
• :smile.manifold/laplacian
• :smile.manifold/lle
• :smile.manifold/tsne
• :smile.manifold/umap

License

Copyright © Scicloj

Distributed under the Eclipse Public License 2.0