GitHub projects

An ONNX (Open Neural Network eXchange) API and backend for typeful, functional deep learning in Scala (3).

CPU and GPU-accelerated matrix library intended to support large-scale exploratory data analysis.

PredictionIO, a machine learning server for software developers and data engineers.

Data management utilities for Scala. [Deprecated]

Abstract Algebra for Scala.

Streaming MapReduce with Scalding and Storm.

A Scala API for Cascading.

N-dimensional arrays in Scala 3. Think NumPy ndarray, but with compile-time type-checking/inference over shapes, tensor/axis labels & numeric data types

Natural language processing library built on top of Apache Spark ML to provide simple, performant, and accurate NLP annotations for machine learning pipelines, that scale easily in a distributed environment.

Montague is a semantic parsing library for Scala with an easy-to-use DSL.

FACTORIE is a toolkit for deployable probabilistic modelling, implemented as a software library in Scala. It provides its users with a succinct language for creating relational factor graphs, estimating parameters and performing inference.

Chalk is a natural language processing library. [Deprecated]

Breeze is a numerical processing library for Scala.

Library of SAS Enterprise Miner process flow diagrams to help you learn by example about specific data mining topics.

Example code and materials that illustrate using neural networks with several hidden layers in SAS.

Example code and materials that illustrate techniques for integrating SAS with other analytics technologies in Java, PMML, Python and R.

Example code and materials that illustrate applications of SAS machine learning techniques.

Multidimensional cluster generation in R.

Two data science utilities in R from Microsoft: 1) Interactive Data Exploration, Analysis, and Reporting (IDEAR) ; 2) Automated Modelling and Reporting (AMR).

Multi-algorithm ensemble learning packages.

maptree - maptree: Mapping, pruning, and graphing tree models. [Deprecated]

Pure-Rust tokenizer for GGUF models, compatible with llama.cpp tokenization.

Python-free Rust inference server for NLP models with OpenAI API compatibility and hot model swapping.

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

Fast State-of-the-Art Tokenizers optimized for Research and Production

Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals

Deep learning in Rust, with shape checked tensors and neural networks

Rust bindings for the C++ API of PyTorch

An open source machine learning framework in Rust ?

Candle is a minimalist ML framework for Rust with a focus on performance (including GPU support) and ease of use.

A Rust library for Self Organising Maps (SOM).

RustNN is a feedforward neural network library. [Deprecated]

open source framework for machine intelligence, sharing concepts from TensorFlow and Caffe. Available under the MIT license. [[Deprecated]](https://medium.com/@mjhirn/tensorflow-wins-89b78b29aafb#.s0a3uy4cc)

a pure-rust machine learning library.

a machine learning framework featuring logistic regression, support vector machines, decision trees and random forests.

deeplearn-rs provides simple networks that use matrix multiplication, addition, and ReLU under the MIT license.

a comprehensive toolkit to build Machine Learning applications with Rust

"The Most Advanced Machine Learning Library In Rust."

Listof - Community based data collection, packed in gem. Get list of pretty much anything (stop words, countries, non words) in txt, JSON or hash. Demo/Search for a list

Arel [Deprecated]

A beautiful graphing toolkit for Ruby.

A plotting library in Ruby built on top of Vega and D3. [Deprecated]

Source code and supporting content for my Ruby Manor presentation on Data Visualisation with Ruby. [Deprecated]

Ruby - R bridge.

Rumale is a machine learning library in Ruby

Creates Random Forest classifiers from PMML files.

Ruby language bindings for LIBSVM which is a Library for Support Vector Machines.

A general classifier module to allow Bayesian and other types of classifications.