Apache SystemML
An open-source ML system, Apache SystemML streamlines the entire data science lifecycle, encompassing data integration, cleaning, feature engineering, and efficient model training. Utilizing R-like declarative languages, it enables users of varying expertise to compile high-level scripts into hybrid execution plans across local and distributed environments, including Apache Spark.
Top Apache SystemML Alternatives
FlinkML
FlinkML is an advanced machine learning library designed for the Flink ecosystem, offering a range of scalable algorithms and an intuitive API.
Apache SAMOA
Apache SAMOA offers a suite of distributed streaming algorithms tailored for essential data mining and machine learning tasks, including classification, clustering, and regression.
Amazon CodeGuru
Amazon CodeGuru is an advanced machine learning tool that enhances software development by automating code reviews and identifying vulnerabilities.
IBM Machine Learning for z/OS
IBM Machine Learning for z/OS helps organizations uncover valuable insights from their data, fostering efficiency and informed decision-making.
Simple Bayes
This Naive Bayes implementation in Elixir offers a robust tool for probabilistic classification, ideal for tasks such as text categorization and medical diagnosis.
ibm powerai
IBM PowerAI Vision is an innovative video and image analysis platform designed for IBM Power Systems servers.
Classifier
By integrating fast-stemmer and GNU GSL libraries, it accelerates LSI performance significantly...
Stanford Classifier
It excels with text data while also accommodating numeric variables, providing a probability distribution for...
MLBase.jl
Rather than implementing specific algorithms, it equips users with essential tools and resources, enabling efficient...
OpenAI Gym
The software has been created in such a manner that it supports a wide variety...
JRuby Mahout
This gem simplifies the process for Ruby developers, eliminating the need for complex Java interface...
The Libra Toolkit
With an emphasis on structure learning for efficient exact inference, each command-line program is user-friendly...
Ganitha
It integrates Mahout vectors for seamless usability, offering implementations of Naive-Bayes classifiers and K-Means clustering...
SAS Factory Miner
It enables users to manage data, build models, and deploy insights collaboratively, using intuitive interfaces...
Comportex
Based on the Numenta CLA white paper, this library emphasizes user-driven exploration of HTM...
