Data Visualization with Python: Lime and SHAP Libraries
Example of Lime and SHAP: https://colab.research.google.com/drive/1as0n3ozs4ut7-KbQX-d1NVeP37-E6kkC
Data set: https://raw.githubusercontent.com/mukeshmithrakumar/intro-to-ml-explainability/main/assets/data/train.csv
Github explanations: https://github.com/slundberg/shap
Datasets for Researchers:
1. https://github.com/NirantK/awesome-project-ideas
2. Medical classification: https://www.adcis.net/en/third-party/messidor/
3. Semantic Segmentation: https://cecas.clemson.edu/~ahoover/stare/
4. NLP: https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge/data
Видео Data Visualization with Python: Lime and SHAP Libraries канала AI with Sohini
Data set: https://raw.githubusercontent.com/mukeshmithrakumar/intro-to-ml-explainability/main/assets/data/train.csv
Github explanations: https://github.com/slundberg/shap
Datasets for Researchers:
1. https://github.com/NirantK/awesome-project-ideas
2. Medical classification: https://www.adcis.net/en/third-party/messidor/
3. Semantic Segmentation: https://cecas.clemson.edu/~ahoover/stare/
4. NLP: https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge/data
Видео Data Visualization with Python: Lime and SHAP Libraries канала AI with Sohini
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