Product Quantizers for k-NN Tutorial Part 1

k-NN Benchmarks Part I - Wikipedia

This post was written in my role as a researcher at Nearist, and will soon be on the Nearist website as well.

Concept Search on Wikipedia

I recently created a project on GitHub called wiki-sim-search where I used gensim to perform concept searches on English Wikipedia.

Getting Started with mlpack

I’ve recently needed to perform a benchmarking experiment with k-NN in C++, so I found mlpack as what appears to be a popular and high-performance machine learning library in C++.

Word2Vec Tutorial Part 2 - Negative Sampling

In part 2 of the word2vec tutorial (here’s part 1), I’ll cover a few additional modifications to the basic skip-gram model which are important for actually making it feasible to train.