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Clatern
Machine learning in Clojure as easy as 1,2,3. This library is a work in progress and is currently not to be used for any serious purposes.
Features
I/O:
- Read and write dataset from/to csv files
Preprocessing:
- Mean Normalizaion
- Min Max Scaling
Models:
- Linear Regression
- Logistic Regression
- Naive Bayes
- kNN
- KMeans Clustering
- Decision Trees
- Random Forests
Building and Running
Tests
Test can be run with:
lein test
Jar
To build the Clatern library jar:
lein jar
Uber Jar
To build the Clatern library uber jar:
lein uberjar
Documentation
To generate the Clatern docs:
lein doc
Documents will be located under the doc
directory.
License
Copyright © 2014 Rinu Boney
Distributed under the Eclipse Public License either version 1.0 or (at your option) any later version.
Clojure
Clojure is a modern, functional programming language that runs on the JVM. It emphasizes immutability and concurrency, making it suitable for scalable applications. Its simplicity and powerful abstractions attract developers in data science and backend development.
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