Notes on PageRank
This post is just intended to capture my notes on the PageRank algorithm as described in the Mining Massive Datasets course on Coursera.
Matrix Multiplication with cuBLAS Example
This post provides some overview and explanation of NVIDIA’s provided sample project ‘matrixMulCUBLAS’ for super-fast matrix multiplication with cuBLAS. The example can be a little confusing, and I think it warrants some explanation.
RBFN Tutorial Part II - Function Approximation
A number of people have asked me, in response to my tutorial on Radial Basis Function Networks (RBFNs) for classification, about how you would apply an RBFN to function approximation or regression (and for Matlab code to do this, which you can find at the end of the post).
Document Clustering Example in SciKit-Learn
I’ve spent some time playing with the document clustering example in scikit-learn and I thought I’d share some of my results and insights here for anyone interested.
MinHash Tutorial with Python Code
In this post, I’m providing a brief tutorial, along with some example Python code, for applying the MinHash algorithm to compare a large number of documents to one another efficiently.