lime
Here are 262 public repositories matching this topic...
This project aims to analyze and model the information retrieved by a real-world IoT system in order to understand which are the relationships in the dataset chosen between the dependent variables and the selected target feature. To help the understanding of the inner working of the models adopted, several machine learning interpretability techn…
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Mar 30, 2021 - Jupyter Notebook
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Jan 14, 2023 - Python
Bengali Misogyny Identification with Deep Learning and LIME.
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Feb 8, 2024 - Jupyter Notebook
client subsection to a term deposit
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Mar 28, 2024 - Jupyter Notebook
Classify Terrier dog breeds and explain the model predictions with Explainable AI
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Mar 25, 2022 - Jupyter Notebook
Implementation of "LIME: Local Interpretable Model-agnostic Explanations" on fingers kaggle dataset to identify which part of hand used by model to make decisions
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Jun 29, 2023 - Jupyter Notebook
Using LIME and Grad-CAM techniques to explain the results achieved by various image transfer learning techniques
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Apr 16, 2023 - Jupyter Notebook
Sarcasm Classifier & ML Explainability tool
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Apr 28, 2022 - Jupyter Notebook
Model explainability designed to work exclusively with transformers
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Mar 24, 2021 - Jupyter Notebook
An explainability model that can be applied to BERT-based Turkish sentiment analysis models has been developed and its performance has been compared with model spesific Layer-wise relevance propogation expailanbility model of Hila Chefer.
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Dec 5, 2023 - Python
Credit delinquency analysis on borrower information and historical records using classical and advanced regression techniques along with LIME,SHAP.
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Dec 9, 2023 - Jupyter Notebook
Repository for the Master's thesis on Enhancing Autonomous Driving Explainability: A Counterfactual Approach Using deep generative model, Masking, and inpainting techniques
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Sep 26, 2024 - Python
Interpretability of Image Keras Models
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Oct 27, 2019 - Python
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