sakura7621/HPCC_Classification

HPCC_Classification

Define Label: https://nbviewer.jupyter.org/github/chaupmcs/HPCC_Classification/blob/master/HPCC_define_label.ipynb?flush_cache=true

LSTM model: https://nbviewer.jupyter.org/github/chaupmcs/HPCC_Classification/blob/master/HPCCTemperature.ipynb?flush_cache=true

HPCC_Clustering

K-means++ and UMAP: https://nbviewer.jupyter.org/github/chaupmcs/HPCC_Classification/blob/master/HPCC_Cluster-MinMaxScaler-6k.ipynb?flush_cache=true

SHAP (LGBM on cluster labels): https://nbviewer.jupyter.org/github/chaupmcs/HPCC_Classification/blob/master/SHAP_HPCC_cluster/lgbm_explainer.ipynb?flush_cache=true. SHAP plot

SHAP (Map function returning probs to clusters): https://nbviewer.jupyter.org/github/chaupmcs/HPCC_Classification/blob/master/SHAP_HPCC_cluster/model_agnostic_explainer_part2.ipynb?flush_cache=true