Some software by Suvrit Sra (incl. work that I have contributed to)
SOFTWARE: UNDER CONSTRUCTION
Numerical Linear Algebra
- MYSVD: Large-scale sparse Singular vector decomposition
by S. Sra
Latest Version: 0.53, February 21, 2010
[Goto Download Page]
- NMA: Nonnegative Matrix Approximation (Factorization)
by S. Sra
Latest Version: ????
[Goto Download Page]
- SSLIB: Sparse matrix library
(includes eigs: my example interface to ARPACK for
large-scale eigenvector computation)
by S. Sra and S. Jegelka
Latest version: 0.7, March 08, 2010
[Goto download page]
Optimization
- NNLS: Nonnegative least squares --- NEW software for large-scale nonnegative least squares
by S. Sra
Latest Version: 0.1, March 22, 2010
[Goto Download Page]
- METRIC: Metric Nearness
by S. Sra
Latest Version: January 14, 2010
[Goto Download Page]
- FSOLVER: Large scale linear and quadratic programming (LP and QP)
by S. Sra
Latest Version: ????
[Goto Download Page]
Machine Learning, Data Mining, Statistics
- Large-scale L1-norm Support Vector Machines
by S. Sra
Latest Version: ????
[Goto Download Page]
- Clustering data using von Mises-Fisher Distributions
by A. Banerjee and S. Sra
[Details and Downloads]
- Mean-squared Residue based Co-clustering
by H. Cho, Y. Guan, and S. Sra
[Download Page]
Image Processing, Computational Photography
- Multiframe Blind Deconvolution (code written by my co-authors)
by S. Harmeling, M. Hirsch
[.tar file]
MISCELLANEOUS SOFTWARE
Matrix manipulation utilities
- CARPACK --- An F2Cd version of ARPACK
Version From: September 30, 2005
[Dowload Here]
- MATLAB2CCS --- Matlab mexfile to save a Matlab sparse matrix as a CCS file (allows saving either as text-files or as a "fwritten" binary file)
Version from: February 21, 2010
[Download here]
- convertMATtoSparseBin, convertBINtoSparseMat --- Command line tools to convert a Matlab sparse matrix saved as a .mat file to a CCS "fwritten" file and vice-versa
Version from: February 21, 2010
[Download here]
- READCCS --- Matlab mexfile to read either a text-mode or a binary mode CCS file
Version from: February 21, 2010
[Download here]
Really Miscellaneous
- PSGML-HTML --- My port of the nice HTML editing mode to emacs; I use it regularly!
Version from: July 2004
[Download here]