Code

		Co-Occurence Data Embedding (CODE)
		This package contains a gzipped tar file, with multiple matlab files and one linux binary. Send me an email if you are intersted to run the code on another platform. Download: the package (gzipped tar file) (14Kb). Browse the main function. To install: tar -xvzf code.tgz. How to run: [phi_x,psi_y] = code(pxys,embed_dim,options) use 'help code' for further instructions. Reference: Amir globerson, Gal Chechik, Fernando Pereira and Naftali Tishby Euclidean Embedding of Co-occurrence Data. Advances in Neural Information Processing Systems-18, (NIPS 2004). Relevant papers (citing this paper): Guobiao Mei and Christian R. Shelton, (2006) Visualization of Collaborative Data . UAI.

		Information Bottleneck with Side Information (IBSI)
		An implementation of the sequential IB algorithm for IB with side information. The function also supports regular IB, and some specific form of multivairate-IB (see help for details). Download: the matlab function(12Kb). How to run: [Ptys,Ptx,trace]= ibsi_sequ(Pxys,parms) use 'help ibsi_sequ' for further instructions. Reference: G. Chechik and N. Tishby Extracting relevant structures with side information. Advances in Neural Information Processing Systems-16, (NIPS 2002).