TrustyAI Explainability Toolkit
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Apr 30, 2025 - Java
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explainableai
Here are 10 public repositories matching this topic...
Supporting models and data to doi 10.1021/acs.jcim.1c01163
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Oct 11, 2022 - Jupyter Notebook
Ths repo has the list of Interesting Literature in the domain of XAI
explanation interpretability explainable-artificial-intelligence explainable-ai explainable-ml xai interpretable-machine-learning explainable-machine-learning explainableai
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Jan 17, 2024
Skin cancer classification using Transfer Learning and explainable AI
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Apr 26, 2024 - Jupyter Notebook
This repository contains a code of Unfold and Conquer Attribution Guidance, which is presented in a conference of Association for the Advancement of Artificial Intelligence 2023.
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Apr 28, 2025 - Python
Hacking a Neural Network to understand what concepts the network learns in order to solve a logic task.
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Mar 18, 2024 - Python
Methods to interpret machine learning models/black box which can help us understand how it’s making decisions.
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Jul 5, 2021 - Jupyter Notebook
Detects Pneumonia using Chest X rays through Deep Learning models
image-processing pytorch deeplearning convolutional-neural-networks inceptionv3 imageclassification cnn-classification chexnet chexnet-model explainableai imagedataset
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Dec 30, 2024 - Jupyter Notebook
An AI-powered clinical assistant using Retrieval-Augmented Generation (RAG) on the MIMIC-IV DiReCT dataset. It retrieves relevant patient cases and generates diagnostic reasoning using LLMs. Built with Streamlit, Transformers, FAISS, and SentenceTransformers.
nlp machinelearning artificialintelligence faiss pythonprojects huggingface streamlit opensourceai explainableai healthcareai retrievalaugmentedgeneration clinicaldecisionsupport transformermodels biomedicalnlp medicalinformatics sentencetransformers aiforhealthcare
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Apr 11, 2025 - Python
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