virtualenv: source /home/dfried/.virtualenvs/ufldl/bin/activate files you can actually run: ========================== admm_trainer.py - used to train ADMM using distance in wordnet - requires access to a dump of wordnet pairwise similarities, one is available at /cl/nldata/books_google_ngrams_eng/wordnet_similarities_max.npy - by default will copy this sim file to a shared memory file in TMP in case multiple procs are running relational_admm_trainer.py - used to train ADMM using wordnet relations evaluation/ - contains interfaces to semeval, grefenstette, and wordsim eval sets, plus one script evaluation.py that will run all usage: python evaluation/evaluation.py MODEL_DIRECTORIES --plot_interval PLOT_INTEVAL --limit LIMIT - caches stats in .pkl files in each model directory, reads these if necessary - flag --no_new will only read existing cached stats plot_admm_stats.py - plots cached ADMM stats from stats.pkl files in model directories usage: python plot_admm_stats.py MODEL_DIRECTORIES --limit LIMIT some dependent files ================ models.py - contains all Theano models policies.py - gradient descent schedules corpus_creator.py - build an hd5 file from Berkeley format corpus dump_wordnet_similarities.py - used to dump the pairwise similarities needed by admm_trainer.py ngrams.py - used to read an hd5 file created by corpus_creator.py