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938 public repositories
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Conway's Game of Life is sequential, here high-dimensional states are projected into the two-dimensional space, and connected, furthermore, meta-data is added to create interactive 2D visualizations.
Updated
Nov 10, 2023
HTML
A visual debugging tool for fine-tuned BERT models for (multilabel) sequence classification tasks
Updated
Jul 20, 2022
Python
Interpreting Categorical Data Classifiers using Explanation-based Locality
Updated
Feb 11, 2023
JavaScript
Graduate research project in computer vision and deep learning explainability
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Jun 19, 2023
Python
GENIA: Study of gender biases in machine learning models using explainable artificial intelligence
Updated
Oct 31, 2023
Jupyter Notebook
Updated
May 17, 2023
TypeScript
Interpretable Transformer for Fine-grained Image Classification
Updated
Dec 5, 2023
Python
Wine quality multi-class prediction neural net model implemented using pytorch with model exploration and explanation using shap.
Updated
Mar 10, 2020
Jupyter Notebook
This repo holds my attempt to explain fake news detection models.
Updated
Jan 22, 2023
Jupyter Notebook
Kaggle Machine Learning Courses Exercises
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Jan 14, 2023
Jupyter Notebook
Slot Attention-based Classifier for Explainable Image Recognition
Updated
May 27, 2023
Python
Comparison of sentiment analysis conducted with a lexicon and rule-based dictionary and state-of-the-art pre-trained language models
Updated
Sep 8, 2022
Jupyter Notebook
Fundamentals of Interpretable Data Science
GitHub repository for our work "Interpretable Machine Learning for Precision Aging"
Updated
Nov 23, 2023
Python
Grad-CAM 알고리즘을 통한 반도체 웨이퍼 불량 분석 및 원인 분석
This repository includes a machine learning modeling study about estimating customers hotel cancellation and what are the reasons for these cancellations.
A natural language processing and machine learning project that predicts spam messages and explains how it does so
Updated
Nov 27, 2021
HTML
This repository contains all the python based projects
Updated
Aug 4, 2023
Jupyter Notebook
Development of a feature selection scheme that is robust across all the datasets and regardless of the ML model used for classification
Updated
Jan 15, 2023
Jupyter Notebook
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