Outdated Clojure List about awesome-machine-learning

[zackteo]

Clojure

Natural Language Processing

• Clojure-openNLP - Natural Language Processing in Clojure (opennlp).
• Infections-clj - Rails-like inflection library for Clojure and ClojureScript.

General-Purpose Machine Learning

• tech.ml - A machine learning platform based on tech.ml.dataset, supporting not just ml algorithms, but also relevant ETL processing; wraps multiple machine learning libraries
• clj-ml - A machine learning library for Clojure built on top of Weka and friends.
• clj-boost - Wrapper for XGBoost
• Touchstone - Clojure A/B testing library.
• Clojush - The Push programming language and the PushGP genetic programming system implemented in Clojure.
• lambda-ml - Simple, concise implementations of machine learning techniques and utilities in Clojure.
• Infer - Inference and machine learning in Clojure. [Deprecated]
• Encog - Clojure wrapper for Encog (v3) (Machine-Learning framework that specializes in neural-nets). [Deprecated]
• Fungp - A genetic programming library for Clojure. [Deprecated]
• Statistiker - Basic Machine Learning algorithms in Clojure. [Deprecated]
• clortex - General Machine Learning library using Numenta’s Cortical Learning Algorithm. [Deprecated]
• comportex - Functionally composable Machine Learning library using Numenta’s Cortical Learning Algorithm. [Deprecated]

Deep Learning

• MXNet - Bindings to Apache MXNet - part of the MXNet project
• Deep Diamond - A fast Clojure Tensor & Deep Learning library
• jutsu.ai - Clojure wrapper for deeplearning4j with some added syntactic sugar.
• cortex - Neural networks, regression and feature learning in Clojure.
• Flare - Dynamic Tensor Graph library in Clojure (think PyTorch, DynNet, etc.)
• dl4clj - Clojure wrapper for Deeplearning4j.

Data Analysis

• tech.ml.dataset - Clojure dataframe library and pipeline for data processing and machine learning
• Tablecloth - A dataframe grammar wrapping tech.ml.dataset, inspired by several R libraries
• Panthera - Clojure API wrapping Python's Pandas library
• Incanter - Incanter is a Clojure-based, R-like platform for statistical computing and graphics.
• PigPen - Map-Reduce for Clojure.
• Geni - a Clojure dataframe library that runs on Apache Spark

Data Visualization

• Hanami : Clojure(Script) library and framework for creating interactive visualization applications based in Vega-Lite (VGL) and/or Vega (VG) specifications. Automatic framing and layouts along with a powerful templating system for abstracting visualization specs
• Saite - Clojure(Script) client/server application for dynamic interactive explorations and the creation of live shareable documents capturing them using Vega/Vega-Lite, CodeMirror, markdown, and LaTeX
• Oz - Data visualisation using Vega/Vega-Lite and Hiccup, and a live-reload platform for literate-programming
• Envision - Clojure Data Visualisation library, based on Statistiker and D3.
• Pink Gorilla Notebook - A Clojure/Clojurescript notebook application/-library based on Gorilla-REPL
• clojupyter - A Jupyter kernel for Clojure - run Clojure code in Jupyter Lab, Notebook and Console.
• notespace - Notebook experience in your Clojure namespace

Interop

• Java Interop - Clojure has Native Java Interop from which Java's ML ecosystem can be accessed
• JavaScript Interop - ClojureScript has Native JavaScript Interop from which JavaScript's ML ecosystem can be accessed
• Libpython-clj - Interop with Python
• ClojisR - Interop with R and Renjin (R on the JVM)

Misc

• Neanderthal - Fast Clojure Matrix Library (native CPU, GPU, OpenCL, CUDA)
• kixistats - A library of statistical distribution sampling and transducing functions
• fastmath - A collection of functions for mathematical and statistical computing, macine learning, etc., wrapping several JVM libraries
• matlib - a Clojure library of optimisation and control theory tools and convenience functions based on Neanderthal.

Extra

• Scicloj - Curated list of ML related resources for Clojure.

[jsa-aerial]

Under "Data Analysis / Data Visualization"

• Hanami : Clojure(Script) library and framework for creating interactive visualization applications based in Vega-Lite (VGL) and/or Vega (VG) specifications. Automatic framing and layouts along with a powerful templating system for abstracting visualizationi specs

• Saite - Clojure(Script) client/server application for dynamic interactive explorations and the creation of live shareable documents capturing them using Vega/Vega-Lite, CodeMirror, markdown, and LaTex

Somewhere, in here, there needs to be

• Neanderthal
• kixistats
• fastmath

[zackteo]

@jsa-aerial Thanks!! Have added them to the list :)

[daslu]

This is great.

A couple of more suggestions:

• tech.ml-base (mentioned above) is now called tech.ml.

• Geni - a Clojure dataframe library that runs on Apache Spark

• matlib - a Clojure library of optimisation and control theory tools and convenience functions based on Neanderthal.

[zackteo]

Edited :)

[josephmisiti]

this should now be resolved.

[zackteo]

Yeap! Thank you!