Example Usage

Print performance scores on semantic similarity and relatedness tasks:

python source.task_eval.py datadir compscores embdir --vecs-names model1 model2 --ling-vecs-names text_model1 text_model2 --mm_padding=True

Run Mutual Information Experiments for word frequency ranges using HSIC kernel method after projecting the spaces to a 100 dimensional basis with PCA:

python source.run_mi_experiments --exp-names='quantity'  cost-name='BIHSIC_IChol'  --pca_n_components=100

Fore more examples see:

source.run_infogain_analysis

source.run_infogain_experiments

source.emb_information

source.unsupervised_metrics