Get LIONoso 2.1
The integrated tool for Machine Learning and Intelligent Optimization
LIONoso 2.1, developed by LIONlab, is a comprehensive
Machine Learning and Intelligent Optimization tool
for non-profit research and academic use.
LIONoso is the ideal tool for the rapid development of
prescriptive analytics applications.
Some checks are omitted for complete freedom in training and experimentation,
as appropriate in academic and research environments.
It is appropriate for researchers and practitioners who "know
what they are doing" and like to push the envelope of the LION way.
If you are interested in
business (for profit) applications,
for licensing components of LIONoso.
In addition to the ML and optimization tools,
advanced users adopt it for orchestrating heterogeneuos components.
Orchestration deals with automating processes, with
the arrangement, coordination, and management of complex
software components connecting data, experiments, simulators, models, decisions.
Many use cases and samples from the
LION community pages
take advantage of this software's powerful and simple interface.
LIONoso was used for the
"Learning from Data" course by Caltech professor Yaser Abu-Mostafa.
Download and run LIONoso 2.1 as follows:
Get the installation package of LIONoso 2.1 here:
Windows: [64 bit] [32 bit]
Mac OS X: [64-bit Intel]
Upon first execution, the program might ask for permission to install Java.
Linux: [32 bit] [64 bit]
The Linux version is experimental: it may need glibc>=2.14, OpenGL (e.g., libfreeglut and dependencies),
a Java virtual machine (e.g., openjdk), GTK libraries,
native drivers for accelerated video card
(otherwise graphics can be very slow).
Obtain a free non-profit license by email by filling in the form below.
Insert the key that you will receive by email into the appropriate field in the splash screen.
- A suggested companion to learn the
tools in LIONoso is the book
THE LION WAY: Machine Learning plus Intelligent Optimization
Support material for orchestration and database access
Many users adopt LIONoso for connecting to databases and organizing complex workflows.
Orchestration of external components
Java interface classes for orchestrating external models and table factories
(as demonstrated in LIONOSO ORCHESTRATION OF JAVA MODULES)
are available below:
Classes for JDBC database access are provided by the the following database vendors: