50.007 Machine Learning - HMM

Requirements

The only dependencies that aren't part of Python's standard library are numpy and tqdm.

Note that tqdm is a progress bar package and is purely decorative.

pip install numpy tqdm

Usage

Part 2 (Emission Parameters)

python3 src/part2.py

Outputs to data/*/dev.p2.out

Part 3 (Transition Parameters + Viterbi Algorithm)

python3 src/part3.py

Outputs to data/*/dev.p3.out

Part 4 (Top-7 Viterbi Algorithm)

python3 src/part4.py

Outputs to data/*/dev.p4.out