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Jun 19, 2022 - Jupyter Notebook
captum
Here are 23 public repositories matching this topic...
Collection of associated files for my bachelor thesis
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Feb 14, 2024 - Jupyter Notebook
Interpretability Metrics
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Jan 14, 2022 - Python
COVID-19 forecasting model for East Java cities using Joint Learning. My undergrad thesis.
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Aug 9, 2022 - Python
Based on the papers "Interpretability Beyond Feature Attribution: QuantitativeTestingwithConceptActivationVectors(TCAV)" and Captum's instantiation https://captum.ai/docs/captum_insights, we developed this frontend for the Captum project based on the streamlit framework.
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Jan 31, 2024
Deep_classiflie_db is the backend data system for managing Deep Classiflie metadata, analyzing Deep Classiflie intermediate datasets and orchestrating Deep Classiflie model training pipelines. Deep_classiflie_db includes data scraping modules for the initial model data sources. Deep Classiflie depends upon deep_classiflie_db for much of its anal…
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Feb 2, 2021 - Jupyter Notebook
"XAI를 위한 Attribution Method 접근법 분석 및 동향 Analysis and Trend of Attribution Methods for XAI" 에서 사용한 코드와 예시를 공개
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Dec 23, 2020 - Jupyter Notebook
Model interpretability for Explainable Artificial Intelligence
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Feb 21, 2023 - Jupyter Notebook
XAI-Tris
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Nov 15, 2023 - Jupyter Notebook
Cyber Security AI Dashboard
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Mar 24, 2024 - Jupyter Notebook
Deep Classiflie is a framework for developing ML models that bolster fact-checking efficiency. As a POC, the initial alpha release of Deep Classiflie generates/analyzes a model that continuously classifies a single individual's statements (Donald Trump) using a single ground truth labeling source (The Washington Post). For statements the model d…
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Aug 22, 2023 - Python
OdoriFy is an open-source tool with multiple prediction engines. This is the source code of the webserver.
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Sep 21, 2021 - Python
Interpretable graph classifications using Graph Convolutional Neural Network
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Nov 7, 2020 - GLSL
This repository contains the source code for Indoor Scene Detector, a full stack deep learning computer vision application.
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Apr 25, 2022 - Python
End-to-end toxic Russian comment classification
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Aug 23, 2022 - Python
Trained Neural Networks (LSTM, HybridCNN/LSTM, PyramidCNN, Transformers, etc.) & comparison for the task of Hate Speech Detection on the OLID Dataset (Tweets).
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Dec 14, 2021 - Jupyter Notebook
A small repository to test Captum Explainable AI with a trained Flair transformers-based text classifier.
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May 13, 2021 - Jupyter Notebook
Overview of different model interpretability libraries.
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Jul 2, 2022 - Jupyter Notebook
XAI Tutorial for the Explainable AI track in the ALPS winter school 2021
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Feb 12, 2021 - Jupyter Notebook
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