![]() ![]() MLlib also ships in with an collection of algorithms for classification, regression, recommendation, clustering, survival analysis and so much more. Suggested Read: 12 Best Open Source Text Editors (GUI + CLI) I Found in 2015 It is essentially easy to deploy and can run on existing Hadoop clusters and data. MLlib is an open-source, easy-to-use and high performance machine learning library developed as part of Apache Spark. H2O – Distributed Machine Learning Framework It is a businesses oriented artificial intelligence tool for decision making from data, it enables users to draw insights from their data using faster and better predictive modeling. ![]() It supports smarter application such as deep learning, gradient boosting, random forests, generalized linear modeling (I.e logistic regression, Elastic Net) and many more. H20 is an open-source, fast, scalable and distributed machine learning framework, plus the assortment of algorithms equipped on the framework. H20 – Distributed Machine Learning Framework It is released under the BSD 2-Clause license, and it’s already supporting several community projects in areas such as research, startup prototypes, industrial applications in fields such as vision, speech and multimedia. Caffe – Deep Learning FrameworkĬaffe is a modular and expressive deep learning framework based on speed. It’s designed specifically for business related application, and integrated with Hadoop and Spark on top of distributed CPUs and GPUs.ĭL4J is released under the Apache 2.0 license and provides GPU support for scaling on AWS and is adapted for micro-service architecture. Deep Learning For Java (Deeplearning4j)ĭeeplearning4j is a commercial grade, open-source, plug and play, distributed deep-learning library for Java and Scala programming languages. ![]() Remember this list is not arranged in any specific order of interest. Suggested Read: 20 Free Open Source Softwares I Found in Year 2015īelow is a list of a number of platforms designed and developed for supporting AI, that you can utilize on Linux and possibly many other operating systems. Currently, AI is one of the ever advancing fields in science and technology, with a major focus geared towards building software and hardware to solve every day life challenges in areas such as health care, education, security, manufacturing, banking and so much more. In this post, we shall cover a few of the top, open-source artificial intelligence ( AI) tools for the Linux ecosystem. ![]()
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