GoooIce / QStudioMetrics

Software to develop data mining and statistical multivariate analysis studies.

QStudioMetrics

QStudioMetrics is a software to develop data mining and multivariate analysis studies.

QStudioMetrics is written in C++ using the Qt5 framework and run under Linux, Windows and OSX.

QStudioMetrics compute:

• Principal Component Analysis (PCA)
• Consensus Principal Component Analysis (CPCA)
• Partial Least Squares (PLS)
• Multiple Linear Regression (MLR)
• Linear Discriminant Analysis (LDA)
• Clustering analysis: Hierarchical and K-Means
• Model validation: leave-one-out, bootstrap k-fold cross validation, y-scrambling

All the algorithms are part of libscientific (See https://github.com/gmrandazzo/libscientific)

Author: Giuseppe Marco Randazzo
Mantainer: Giuseppe Marco Randazzo, [e-mail]

License

QStudioMetrics is distributed under LGPLv3 license. For more details please read the file "LICENSE" or go to "http://www.gnu.org/licenses/lgpl-3.0.html"

Install

Dependencies

• c++ compiler
• cmake >= 3.22
• Qt6
• libscientific >= 1.4.x

Compile from source

OSX

cmake .. -Wno-dev -DCMAKE_PREFIX_PATH=/usr/local/Cellar/qt/5.11.1/ -DLIBSCIENTIFIC_ROOT_DIR=/usr/local/Cellar/libscientific/HEAD-b4a8a4f/
make

Install binary release

Binary releases for Windows and OSX at https://github.com/gmrandazzo/QStudioMetrics/releases.

Supported platforms

• Linux
• Windows
• Mac intel/silicon

Known bugs

• Hierarchical clustering: the problem belongs to the original libscientific library