Usage

python pipeline.py --window 6 --patch 18 --model cnn --disable_tqdm

window: the length of lookback months
patch: the size of small patch, should be divided by 180
model: cnn, rnn, cnn_rnn, currently cnn also captures the temporal correlation in a simple way, and demonstrates the most robust performance
--disable_tqdm: whether to show the progress bar

Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
model		model
scripts		scripts
website_data		website_data
.amltignore		.amltignore
.gitignore		.gitignore
README.md		README.md
__init__.py		__init__.py
check_anomaly_data.ipynb		check_anomaly_data.ipynb
data_analysis.ipynb		data_analysis.ipynb
data_preprocess.py		data_preprocess.py
data_preprocessing.ipynb		data_preprocessing.ipynb
data_utils.py		data_utils.py
download.sh		download.sh
generate_co2.ipynb		generate_co2.ipynb
generate_co2.py		generate_co2.py
generate_website_data.ipynb		generate_website_data.ipynb
install_dep_pkgs.sh		install_dep_pkgs.sh
iterative_predict.ipynb		iterative_predict.ipynb
iterative_predict.py		iterative_predict.py
multi_prediction.py		multi_prediction.py
multi_prediction_new.py		multi_prediction_new.py
pipeline.py		pipeline.py
pipeline_new.py		pipeline_new.py
plot_result.ipynb		plot_result.ipynb
process_data.py		process_data.py
run_exp_chl.sh		run_exp_chl.sh
run_exp_evaluate.sh		run_exp_evaluate.sh
shap.ipynb		shap.ipynb
shap_rf.ipynb		shap_rf.ipynb
utils.py		utils.py

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