Model references
23
Smile other models reference - DRAFT 🛠
Noj
1
Preface
Overview
2
Underlying libraries
3
Other recommended libraries
4
Known issues ❗
Datasets
5
Table processing with Tablecloth
6
Example Datasets
Statistics
7
Intro to statistics - DRAFT 🛠
8
Intro to Linear Regression - DRAFT 🛠
Machine Learning
9
Machine learning pipelines
10
Machine learning
11
Preprocessing of categorical variables
12
AutoML using metamorph pipelines
13
Ordinary least squares with interactions
Data Visualization
14
Data Visualization with Echarts
15
Visualizing correlation matrices (experimental) - DRAFT 🛠
Linear Algebra
16
Intro to Linear Algebra - DRAFT 🛠
17
2d and 3d geometry with
fastmath.vector
- DRAFT 🛠
18
Word embeddings with
fastmath.vector
- DRAFT 🛠
19
Linear transformations with
fastmath.matrix
- DRAFT 🛠
Use Cases
20
Analysing Chicago Bike Times - DRAFT 🛠
Model references
21
Smile classification models reference - DRAFT 🛠
22
Smile regression models reference - DRAFT 🛠
23
Smile other models reference - DRAFT 🛠
24
Xgboost model reference - DRAFT 🛠
25
Sklearn model reference - DRAFT 🛠
26
Tribuo reference - DRAFT 🛠
27
Transformer reference - DRAFT 🛠
Table of contents
23.1
Smile manifolds
23.2
:smile.manifold/isomap
23.3
:smile.manifold/laplacian
23.4
:smile.manifold/lle
23.5
:smile.manifold/tsne
23.6
:smile.manifold/umap
23.7
Smile/Fastmath clustering
23.8
:fastmath.cluster/clarans
23.9
:fastmath.cluster/dbscan
23.10
:fastmath.cluster/denclue
23.11
:fastmath.cluster/deterministic-annealing
23.12
:fastmath.cluster/g-means
23.13
:fastmath.cluster/k-means
23.14
:fastmath.cluster/lloyd
23.15
:fastmath.cluster/mec
23.16
:fastmath.cluster/spectral
23.17
:fastmath.cluster/x-means
23.18
Smile projections
23.19
:smile.projections
23.20
:smile.projections/gha
23.21
:smile.projections/kpca
23.22
:smile.projections/pca-cor
23.23
:smile.projections/pca-cov
23.24
:smile.projections/pca-prob
23.25
:smile.projections/random
Model references
23
Smile other models reference - DRAFT 🛠
23
Smile other models reference - DRAFT 🛠
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
22
Smile regression models reference - DRAFT 🛠
24
Xgboost model reference - DRAFT 🛠