2  Underlying libraries

Noj consists of the following libraries categorized as follows:

(See also the list of other recommended libraries, which are not included in Noj.)

High Performance Computing

Library Name	Description	Links
ham-fisted	High performance data structures and operations	github ref
tech.ml.dataset	High-performance dataset processing	github ref
dtype-next	High-performance numeric array programming	github ref

Data Processing

Library Name	Description	Links
Tablecloth	Dataset processing and manipulation on tech.ml.dataset	github ref
tcutils	Utility functions for Tablecloth datasets (early stage)	github ref
clojure.java-time	Java 8 Date-Time API wrapper for Clojure	github ref
tmd-parquet	Parquet file format bindings bindings for tech.ml.dataset	github ref

Math and Statistics

Library Name	Description	Links
Fastmath	Comprehensive math and statistics library (version 3)	github ref
same-ish	Approximate numerical comparisons for notebook testing	github
Fitdistr	Distribution fitting and statistical modeling	github

Machine Learning

Library Name	Description	Links
metamorph.ml	Unified machine learning pipeline platform	github ref
scicloj.ml.tribuo	Oracle Tribuo machine learning library integration	github ref
sklearn-clj	Scikit-learn integration plugin for metamorph.ml	github ref

Visualization

Library Name	Description	Links
Tableplot	Grammar of graphics for layered data visualization	github ref
Hanami	Interactive data visualization framework	github
Kindly	Data visualization specification and rendering standard	github ref

Bridges/Interop

Library Name	Description	Links
ClojisR	R language interoperability and bindings	github ref
libpython-clj	Python bindings and interoperability	github ref
Kind-pyplot	Python matplotlib plotting integration	github ref

Notebooks

Library Name	Description	Links
Clay	REPL-friendly notebooks and data visualization toolkit	github ref

2.1 List of All Direct Noj Dependencies

The following are the direct dependencies included in Noj: (This section would contain the actual dependency list)

Library Name	Version	License
org.clojure/clojure	1.12.4	Eclipse Public License 1.0
scicloj/clojisr	1.0.0	EPL-2.0 OR GPL-2.0-or-later WITH Classpath-exception-2.0
org.scicloj/dataset-io	1.0.0	Eclipse Public License
generateme/fastmath	3.0.0-alpha4	The MIT Licence
org.scicloj/tableplot	1-beta16	Eclipse Public License - v 2.0
scicloj/tablecloth	7.067	The MIT Licence
org.scicloj/metamorph.ml	1.2.1	Eclipse Public License
same/ish	0.1.7	MIT License
org.tribuo/tribuo-classification-xgboost	4.3.1	The Apache License, Version 2.0
org.scicloj/tcutils	0.1.0-alpha2	MIT
org.scicloj/kindly	4-beta23	Eclipse Public License - v 2.0
org.tribuo/tribuo-regression-sgd	4.3.1	The Apache License, Version 2.0
org.tribuo/tribuo-regression-liblinear	4.3.1	The Apache License, Version 2.0
org.scicloj/scicloj.ml.tribuo	0.2	Eclipse Public License
org.tribuo/tribuo-classification-liblinear	4.3.1	The Apache License, Version 2.0
generateme/fitdistr	1.1.0-alpha1	EPL-2.0 OR GPL-2.0-or-later WITH Classpath-exception-2.0
org.tribuo/tribuo-classification-tree	4.3.1	The Apache License, Version 2.0
org.tribuo/tribuo-regression-libsvm	4.3.1	The Apache License, Version 2.0
clj-python/libpython-clj	2.026	MIT License
clojure.java-time/clojure.java-time	1.4.3	MIT License
org.scicloj/scicloj.ml.xgboost	6.4.0	Eclipse Public License - v 1.0
org.tribuo/tribuo-regression-tree	4.3.1	The Apache License, Version 2.0
org.scicloj/sklearn-clj	0.5	Eclipse Public License 1.0
org.babashka/sci	0.12.51	Eclipse Public License 1.0
org.tribuo/tribuo-classification-libsvm	4.3.1	The Apache License, Version 2.0
org.tribuo/tribuo-classification-sgd	4.3.1	The Apache License, Version 2.0
org.tribuo/tribuo-regression-xgboost	4.3.1	The Apache License, Version 2.0
org.scicloj/kind-pyplot	1-beta2.1	Eclipse Public License - v 2.0
org.scicloj/clay	2.0.11	Eclipse Public License - v 2.0

source: notebooks/noj_book/underlying_libraries.clj