Lite version of lime buy the full on discord
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Updated
Jul 23, 2024 - Python
Lite version of lime buy the full on discord
Explaining black boxes with a SMILE: Statistical Mode-agnostic Interpretability with Local Explanations
TeleXGI: Explainable Gastrointestinal Image Classification for TeleSurgery Systems
Explainable AI for underwater acoustic models.
Implementation of LIME focused on producing user-centric local explanations for image classifiers.
Scoring model for financial company - all files
Pytorch Implementation of the Interpretable Conditional Adversarial Autoencoder using LIME (ICASSP 2024)
This project focuses on the analysis of the Titanic dataset, aiming to predict survival outcomes of passengers using a machine learning model (with explanations, using LIME)
Application of the LIME algorithm by Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin to the domain of time series classification
eXplainable Artificial Intelligence (XAI) Basic Algorithms on Iris Dataset
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.
Repository for the journal article 'SHAMSUL: Systematic Holistic Analysis to investigate Medical Significance Utilizing Local interpretability methods in deep learning for chest radiography pathology prediction'
A library to read and write LiME files/blobs in python
InterpretDL: Interpretation of Deep Learning Models,基于『飞桨』的模型可解释性算法库。
Causality-Aware Local Interpretable Model Agnostic Explanations
Local explanations with uncertainty 💐!
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