DataSpace@HKUST

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Publication Year: 2024

451 to 460 of 476 Results

Codes for machine learning and Shapley value analysis Mar 18, 2024 - Evaluating two wildfire indices and projecting future risks based on CMIP6 multi-model projections HE, Yan; ZHOU, Zixuan; IM, Eun-Soon, 2024, "Codes for machine learning and Shapley value analysis", https://doi.org/10.14711/dataset/9ZOATO, DataSpace@HKUST, V2 This dataset contains the codes for machine learning and Shapley value analysis over global land and two single spots (Amazona and Southern New South Wales). We have customized the Shapley Value visualization tools based on the original package, so please update the _beeswarm.py...
_beeswarm.py Mar 18, 2024 - Codes for machine learning and Shapley value analysis Python Source Code - 44.3 KB - MD5: 95f77842584d6e194edc3fd54225121e
Ensemble_global_shap_analysis.py Mar 18, 2024 - Codes for machine learning and Shapley value analysis Python Source Code - 7.1 KB - MD5: de87681988f9e11cf6a67e3710a1d5df
_scatter.py Mar 18, 2024 - Codes for machine learning and Shapley value analysis Python Source Code - 34.9 KB - MD5: ecf526403dc904c321a6c15e52426b6a
Factor_dominance_shap_analysis.py Mar 15, 2024 - Codes for machine learning and Shapley value analysis Python Source Code - 2.6 KB - MD5: 48a19eb170ddcbf0b891aa64dc06358b
point_shap_ffdi_bar_plot.py Mar 15, 2024 - Codes for machine learning and Shapley value analysis Python Source Code - 5.4 KB - MD5: 1a0fc7eab52989ff694281df4f4d781c
point_shap_ffdi.py Mar 15, 2024 - Codes for machine learning and Shapley value analysis Python Source Code - 6.7 KB - MD5: bba342d728bd7bb0a369eda9a71fac8f
point_shap_fwi_bar_plot.py Mar 15, 2024 - Codes for machine learning and Shapley value analysis Python Source Code - 5.4 KB - MD5: b28274ad1801a31b76a448f3ae27ba48
point_shap_fwi.py Mar 15, 2024 - Codes for machine learning and Shapley value analysis Python Source Code - 6.7 KB - MD5: 27579b79c257e3e67f1df5828476db63
Codes for generating FFDI and FWI Mar 15, 2024 - Evaluating two wildfire indices and projecting future risks based on CMIP6 multi-model projections HE, Yan; ZHOU, Zixuan; IM, Eun-Soon, 2024, "Codes for generating FFDI and FWI", https://doi.org/10.14711/dataset/K1IHCP, DataSpace@HKUST, V1 This dataset contains the calculation codes of FFDI and FWI.

Codes for machine learning and Shapley value analysis

Mar 18, 2024 - Evaluating two wildfire indices and projecting future risks based on CMIP6 multi-model projections

HE, Yan; ZHOU, Zixuan; IM, Eun-Soon, 2024, "Codes for machine learning and Shapley value analysis", https://doi.org/10.14711/dataset/9ZOATO, DataSpace@HKUST, V2

This dataset contains the codes for machine learning and Shapley value analysis over global land and two single spots (Amazona and Southern New South Wales). We have customized the Shapley Value visualization tools based on the original package, so please update the _beeswarm.py...

_beeswarm.py

Mar 18, 2024 - Codes for machine learning and Shapley value analysis

Python Source Code - 44.3 KB -

Ensemble_global_shap_analysis.py

Mar 18, 2024 - Codes for machine learning and Shapley value analysis

Python Source Code - 7.1 KB -

_scatter.py

Mar 18, 2024 - Codes for machine learning and Shapley value analysis

Python Source Code - 34.9 KB -

Factor_dominance_shap_analysis.py

Mar 15, 2024 - Codes for machine learning and Shapley value analysis

Python Source Code - 2.6 KB -

point_shap_ffdi_bar_plot.py

Mar 15, 2024 - Codes for machine learning and Shapley value analysis

Python Source Code - 5.4 KB -

point_shap_ffdi.py

Mar 15, 2024 - Codes for machine learning and Shapley value analysis

Python Source Code - 6.7 KB -

point_shap_fwi_bar_plot.py

Mar 15, 2024 - Codes for machine learning and Shapley value analysis

Python Source Code - 5.4 KB -

point_shap_fwi.py

Mar 15, 2024 - Codes for machine learning and Shapley value analysis

Python Source Code - 6.7 KB -

Codes for generating FFDI and FWI

Mar 15, 2024 - Evaluating two wildfire indices and projecting future risks based on CMIP6 multi-model projections

HE, Yan; ZHOU, Zixuan; IM, Eun-Soon, 2024, "Codes for generating FFDI and FWI", https://doi.org/10.14711/dataset/K1IHCP, DataSpace@HKUST, V1

This dataset contains the calculation codes of FFDI and FWI.

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