23  Smile other models reference - DRAFT 🛠

Note that this chapter reqiures scicloj.ml.smile as an additional dependency to Noj. Clojars Project

In the following we have a list of all model keys of Smile model-like algorithms, including parameters. They can be used in the same way as other models:

(comment
  (ml/train df
            {:model-type <model-key>
             :param-1 0
             :param-2 1}))

Some do not support ml/predict and are defined as unsupervised learners. Clustering and PCA are in this group.

23.1 Smile manifolds

23.2 :smile.manifold/isomap

javadoc
user guide


23.3 :smile.manifold/laplacian

javadoc
user guide


23.4 :smile.manifold/lle

javadoc
user guide


23.5 :smile.manifold/tsne

javadoc
user guide


23.6 :smile.manifold/umap

javadoc
user guide


23.7 Smile/Fastmath clustering

23.8 :fastmath.cluster/clarans

javadoc
user guide


23.9 :fastmath.cluster/dbscan

javadoc
user guide


23.10 :fastmath.cluster/denclue

javadoc
user guide


23.11 :fastmath.cluster/deterministic-annealing

javadoc
user guide


23.12 :fastmath.cluster/g-means

javadoc
user guide


23.13 :fastmath.cluster/k-means

javadoc
user guide


23.14 :fastmath.cluster/lloyd

javadoc
user guide


23.15 :fastmath.cluster/mec

javadoc
user guide


23.16 :fastmath.cluster/spectral

javadoc
user guide


23.17 :fastmath.cluster/x-means

javadoc
user guide


23.18 Smile projections

23.19 :smile.projections



23.20 :smile.projections/gha

javadoc
user guide


23.21 :smile.projections/kpca

javadoc


23.22 :smile.projections/pca-cor

javadoc
user guide


23.23 :smile.projections/pca-cov

javadoc
user guide


23.24 :smile.projections/pca-prob

javadoc
user guide


23.25 :smile.projections/random

javadoc
user guide


source: notebooks/noj_book/smile_others.clj