Note
The usage of the shim scicloj.ml is now considered deprecated. The underlying libraries should be used directly or via
noj is a new libray to combine several of these libraries, without remapping the namespaces.
It contains as well updated versions of several of the tutorials here.
The code inside the tutorials is still valid and mostyly working, but the functions are in different namespaces when
used withouth scicloj.ml
Tutorials for scicloj.ml
The Clojure machine learning library scicloj.ml is documented here:
- Userguide - introduction
- Userguide - advanced
- Userguide - categorical
- Reference of ML models
- Reference of transformer functions
- Example usage - predict titanic survival
- Example usage - hyper parametertuning of a pipeline
- How to use sklearn models
- Reference of other libraries integrated with scicloj.ml
- kmeans in Python vs Clojure
- Experiment tracking
- Unsupervised learning
- Variable interaction in linear regression
The source files for this documentation using notespace and Clerk are in this repository.