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02_train_model.sh
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#!/bin/bash
python ./flask_app/Topic_Models/train_models.py \
--num_topics 35 \
--num_iters 3000 \
--model_type LDA \
--load_data_path ./flask_app/Data/community_resilience/community_resilience_processed.pkl\
--raw_text_path ./flask_app/Data/community_resilience/community_resilience_clean.json\
--save_trained_model_path ./flask_app/Topic_Models/trained_models/LDA_35.pkl
python ./flask_app/Topic_Models/train_models.py \
--num_topics 35 \
--num_iters 3000 \
--model_type SLDA \
--load_data_path ./flask_app/Data/community_resilience/community_resilience_processed.pkl\
--raw_text_path ./flask_app/Data/community_resilience/community_resilience_clean.json\
--save_trained_model_path ./flask_app/Topic_Models/trained_models/SLDA_35.pkl
python ./flask_app/Topic_Models/train_models.py \
--num_topics 35 \
--num_iters 250 \
--model_type CTM \
--load_data_path ./flask_app/Data/community_resilience/community_resilience_processed.pkl\
--raw_text_path ./flask_app/Data/community_resilience/community_resilience_clean.json\
--save_trained_model_path ./flask_app/Topic_Models/trained_models/CTM_35.pkl
python ./flask_app/Topic_Models/train_models.py \
--num_topics 200 \
--num_iters 5000 \
--model_type LDA \
--load_data_path /srv/www/active-topic-modeling/cleaned_up_code/camera_ready_copy/flask_app/Data/gtd/GTD_processed.pkl\
--raw_text_path /srv/www/active-topic-modeling/cleaned_up_code/camera_ready_copy/flask_app/Data/gtd/new_GTD.json\
--save_trained_model_path ./flask_app/Topic_Models/trained_models/LDA_200.
python ./flask_app/Topic_Models/train_models.py \
--num_topics 35 \
--num_iters 3000 \
--model_type LDA \
--load_data_path /srv/www/active-topic-modeling/cleaned_up_code/camera_ready_copy/flask_app/Data/community_resilience/nist_disaster_tweets_processed.pkl\
--raw_text_path /srv/www/active-topic-modeling/cleaned_up_code/camera_ready_copy/flask_app/Data/community_resilience/processed_nist_disaster_tweets.json\
--save_trained_model_path ./flask_app/Topic_Models/trained_models/nist_disaster/LDA_35.pkl