Hands-On-Explainable-AI-XAI-with-Python:Packt发行的可解释的AI与Python

[{"title":"（ 38 个子文件 15.61MB ） Hands-On-Explainable-AI-XAI-with-Python:Packt发行的可解释的AI与Python","children":[{"title":"Hands-On-Explainable-AI-XAI-with-Python-master","children":[{"title":"Chapter09","children":[{"title":"Counterfactual_explanations.ipynb <span style='color:#111;'> 2.99MB </span>","children":null,"spread":false}],"spread":true},{"title":"Chapter10","children":[{"title":"CEM.ipynb <span style='color:#111;'> 80.24KB </span>","children":null,"spread":false}],"spread":true},{"title":"LICENSE <span style='color:#111;'> 1.04KB </span>","children":null,"spread":false},{"title":"Chapter11","children":[{"title":"Image_XAI_Anchor.ipynb <span style='color:#111;'> 193.01KB </span>","children":null,"spread":false}],"spread":true},{"title":"Chapter06","children":[{"title":"WIT_SHAP_COMPAS_DR.ipynb <span style='color:#111;'> 3.72MB </span>","children":null,"spread":false},{"title":"cox-violent-parsed_filt_transformed.csv <span style='color:#111;'> 4.27MB </span>","children":null,"spread":false},{"title":"cox-violent-parsed_filt.csv <span style='color:#111;'> 4.42MB </span>","children":null,"spread":false}],"spread":true},{"title":"Chapter08","children":[{"title":"LIME.ipynb <span style='color:#111;'> 2.74MB </span>","children":null,"spread":false}],"spread":true},{"title":"README.md <span style='color:#111;'> 3.05KB </span>","children":null,"spread":false},{"title":".other","children":[{"title":"cover.png <span style='color:#111;'> 1.96MB </span>","children":null,"spread":false},{"title":"technical_requirements.md <span style='color:#111;'> 2.53KB </span>","children":null,"spread":false}],"spread":true},{"title":"Chapter12","children":[{"title":"Cognitive_XAI_IMDB_12.ipynb <span style='color:#111;'> 18.47KB </span>","children":null,"spread":false}],"spread":true},{"title":"Chapter03","children":[{"title":"DLH_train.csv <span style='color:#111;'> 4.81KB </span>","children":null,"spread":false},{"title":"DLH_test.csv <span style='color:#111;'> 5.29KB </span>","children":null,"spread":false},{"title":"Facets.ipynb <span style='color:#111;'> 91.11KB </span>","children":null,"spread":false}],"spread":true},{"title":"Chapter05","children":[{"title":"adult.names <span style='color:#111;'> 5.11KB </span>","children":null,"spread":false},{"title":"KMC","children":[{"title":"data_age_education.csv <span style='color:#111;'> 208.19KB </span>","children":null,"spread":false},{"title":"k-means_clustering.py <span style='color:#111;'> 1.49KB </span>","children":null,"spread":false},{"title":"kmc_model.sav <span style='color:#111;'> 127.87KB </span>","children":null,"spread":false},{"title":"data_analysis.xlsx <span style='color:#111;'> 3.10MB </span>","children":null,"spread":false},{"title":"ckmc.csv <span style='color:#111;'> 271.79KB </span>","children":null,"spread":false}],"spread":true},{"title":"adult_train.csv <span style='color:#111;'> 1.05MB </span>","children":null,"spread":false},{"title":"WIT_Model_Comparison_Ethical.ipynb <span style='color:#111;'> 14.10MB </span>","children":null,"spread":false},{"title":"adult.data <span style='color:#111;'> 3.79MB </span>","children":null,"spread":false}],"spread":true},{"title":"Chapter02","children":[{"title":"Explainable_AI_Decision_Trees.ipynb <span style='color:#111;'> 1.68MB </span>","children":null,"spread":false},{"title":"autopilot_data.csv <span style='color:#111;'> 89.85KB </span>","children":null,"spread":false}],"spread":true},{"title":"Chapter01","children":[{"title":"Location_History.zip <span style='color:#111;'> 3.24MB </span>","children":null,"spread":false},{"title":"glh.jpg <span style='color:#111;'> 10.02KB </span>","children":null,"spread":false},{"title":"KNN.ipynb <span style='color:#111;'> 29.36KB </span>","children":null,"spread":false},{"title":"DLH.csv <span style='color:#111;'> 4.87KB </span>","children":null,"spread":false},{"title":"GoogleLocationHistory.ipynb <span style='color:#111;'> 274.05KB </span>","children":null,"spread":false},{"title":"D1.csv <span style='color:#111;'> 3.15KB </span>","children":null,"spread":false},{"title":"KNN_with_Location_History.ipynb <span style='color:#111;'> 114.50KB </span>","children":null,"spread":false}],"spread":true},{"title":"Chapter04","children":[{"title":"SHAP_IMDB.ipynb <span style='color:#111;'> 1.60MB </span>","children":null,"spread":false}],"spread":false},{"title":"Chapter07","children":[{"title":"python_client_03.py <span style='color:#111;'> 1.11KB </span>","children":null,"spread":false},{"title":"python_client_02.py <span style='color:#111;'> 1.51KB </span>","children":null,"spread":false},{"title":"XAI_Chatbot.ipynb <span style='color:#111;'> 11.31KB </span>","children":null,"spread":false},{"title":"python_client_01.py <span style='color:#111;'> 1.11KB </span>","children":null,"spread":false}],"spread":false}],"spread":false}],"spread":true}]