Efficient Mutual Information estimation on big matrices

We found scikit-learn mutual_info_score to be slow when estimating on big (>100000 entries) vecotors. This repo is the solution!

Build

mkdir build
cd build
cmake ..
make
./local/src/hk

Requirements:

requirements.txt

Benchmark