Andrey Vasnetsov`s tech blog

Filtrable HNSW Part 2 - Implementation

There is a fast C++ implementation now. You can build, for example, geo-aware vector search with it. Examples included!

Tsetlin Machine

An interesting concept of another NN killer witch might be underestimated.

Filterable approximate nearest neighbors search

How to make ANN search with custom filtering? Search for closest vectors only in selected subsets.

Partially trainable embeddings

A simple tip how to control overfitting and learnability if your data is not too large.

Category Prediction

My project on mention classification. It takes text, finds people mentions and tries to describe them by their mentions.

Shrincking Fasttext

Shrinking fastText embeddings so that it fits Google Colab