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OIT AI/ML Research Software Packages
In addition to UT Verse, OIT supports several research software packages that provide AI and machine learning capabilities. The table below shows the types of machine learning provided by each software package. Commercially available software may be accessed at no additional charge by visiting the OIT software distribution page. A brief description of each software can be found by visiting links located on the OIT’s Research Software page. Contact the OIT HelpDesk if you would like assistance using the packages listed below.
|
Software
|
Statistical /
Mathematical
Models
|
Supervised
Learning
|
Unsupervised
Learning
|
Reinforcement
Learning
|
Text
Analysis
|
Image
Analysis
|
Point & Click
GUI Available
|
|
Anaconda/
Python
|
X
|
X
|
X
|
X
|
X
|
X
|
|
|
ArcGIS
|
X
|
X
|
X
|
|
X
|
X
|
X
|
|
ATLAS.ti
|
|
|
|
|
X
|
|
X
|
|
Autodesk
|
|
X
|
X
|
|
|
X
|
X
|
|
BlueSky Statistics
|
X
|
X
|
X
|
|
|
|
X
|
|
HLM
|
X
|
X
|
|
|
|
|
|
|
IBM SPSS & Amos
|
X
|
X
|
X
|
|
|
|
X
|
|
ImageJ/FIJI
|
|
X
|
X
|
|
|
X
|
X
|
|
JMP Pro
|
X
|
X
|
X
|
|
|
X
|
X
|
|
KNIME
|
X
|
X
|
X
|
X
|
X
|
X
|
X
|
|
LISREL
|
X
|
X
|
X
|
|
|
|
|
| Software |
Statistical /
Mathematical
Models |
Supervised
Learning |
Unsupervised
Learning |
Reinforcement
Learning |
Text
Analysis |
Image
Analysis |
Point & Click
GUI Available |
|
Maple
|
X
|
X
|
X
|
|
|
|
|
|
Mathematica
|
X
|
X
|
X
|
X
|
X
|
X
|
|
|
MATLAB
|
X
|
X
|
X
|
X
|
X
|
X
|
|
|
Mplus
|
X
|
X
|
X
|
|
|
|
|
|
Nvivo
|
|
|
|
|
X
|
|
X
|
|
OriginPro
|
X
|
X
|
X
|
|
|
|
X
|
|
QDA Miner & Wordstat
|
|
X
|
X
|
|
X
|
|
X
|
|
Qualtrics
|
|
|
|
|
X
|
|
X
|
|
R/RStudio
|
X
|
X
|
X
|
X
|
X
|
X
|
|
|
SAS Suite
|
X
|
X
|
X
|
|
X
|
|
X
|
|
SigmaPlot
|
X
|
X
|
X
|
|
|
|
X
|
|
Stata
|
X
|
X
|
X
|
|
|
|
X
|