A hearty welcome to the software Download Centre of IPML working group, Indian Institute of Technology Kharagpur, INDIA.

These packages are developed by MSPML members. You can freely use, modify and redistribute it for academic use under GNU General Public License.

If you feel these packages useful, you may cite the respective paper(s) and/or this software corner.

Thank you.

This framework is implemented on MATLAB and PYTHON platforms.

The introductory video is available here.

These audio files of recorded heart sound are used in this study. One can find the complete source code available here.

This algorithm is implemented on MATLAB platform. Download MAPK Pathway Toolbox.

This algorithm is implemented on MATLAB platform. Download Anaerobic Fermentation Pathway Toolbox.

Reference:

Surajit Panja, Sourav Patra and Anirban Mukherjee; Tweaking Metabolic Networks: A Design Method, INAE Letters, Springer, pp. 1-6, DOI 10.1007/s41403-016-0005-5, 2016.

This algorithm is implemented on MATLAB platform. Download MSMCEM Toolbox.

Reference:

Aniruddha Maiti and Anirban Mukherjee; On the Monte-Carlo Expectation Maximization for Finding Motifs in DNA Sequences, IEEE Journal of Biomedical and Health Informatics, vol. 19, no. 2, pp. 677-686, 2015.

This algorithm is implemented on MATLAB platform. Download VVRKFA Toolbox.

Reference:

Santanu Ghorai, Anirban Mukherjee and Pranab K. Dutta; Discriminant Analysis for Fast Multiclass Data Classification through Regularized Kernel Function Approximation, IEEE Trans. Neural Networks, vol. 21, no. 6, pp. 1020-1029, 2010.

This NPPC with unity norm constraint algorithm is implemented on MATLAB platform. Download NPPC (with unity norm constraint) Toolbox.

Reference:

Santanu Ghorai, Shaikh Jahangir Hossain, Anirban Mukherjee, and Pranab K. Dutta; Newton's Method for Nonparallel Plane Proximal Classifier with Unity Norm Hyperplanes, Signal Processing, vol. 90, no. 1, pp. 93-104, 2010.