def main(processes = 8):
lda_loaded_model = lda.load_lda('model/100_topics_lda.txt')
user_list = db_info.user_list
user_list_list = db.split_item(user_list)
results = multiprocess(processes,lda_loaded_model,user_list_list)
json.dump(results,open("matrix/100_topics_sim_matrix.txt",'w'))
# topic_sim_matrix(lda_loaded_model)
# item_lda_model(num_topics=50,path='model/50_topics_lda.txt')
def main(processes=8):
lda_loaded_model = lda.load_lda('model/100_topics_lda.txt')
user_list = db_info.user_list
user_list_list = db.split_item(user_list)
results = multiprocess(processes, lda_loaded_model, user_list_list)
json.dump(results, open("matrix/100_topics_sim_matrix.txt", 'w'))
# topic_sim_matrix(lda_loaded_model)
# item_lda_model(num_topics=50,path='model/50_topics_lda.txt')
def user_topic_dic(model=lda.load_lda('model/100_topics_lda.txt')):
topic_dic = {}
for u in db_info.user_list:
topic_dic[u] = user_topics(u,model)
return topic_dic
def user_topic_dic(model=lda.load_lda('model/100_topics_lda.txt')):
topic_dic = {}
for u in db_info.user_list:
topic_dic[u] = user_topics(u, model)
return topic_dic