README.md

WTMF-Reimplementation

This is a working git repo for WTMF re-implementation for ormf algorithm.

Input and Output

Input will be "train.ind" file from preprocessing; output should be a .txt file with all the word vectors.

Requirements

Armadillo, OpenMP, HPC environment with blas, lapack

Rationale

Please refer to train_ormf.m and ormf.m for the algorithm.

Running

ACI-ICS

(Requires access to Yanjun's ACI files for Armadillo.)

Load GCC (7.3.1):

module load gcc

Use make:

make

Submit the job:

qsub scripts/wtmf-job.pbs

Locally

(Requires libraries installed properly.)

Use make:

make local

Run the executable:

./ormf

File Structure

matlab/

Original Matlab implementation of ORMF.

data/

Tiny input, Matlab output on tiny input.

script/

Python helper scripts, PBS job script.