lime
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Interpretability of Image Keras Models
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Oct 27, 2019 - Python
Designed a Machine Learning model which takes newsgroup dataset and performs binary classification to predict if a given document has Atheistic or Christian sentiment. Used LIME library and PySpark. Performed feature selection to improve classifier’s performance.
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Apr 15, 2020 - Python
A Python, Boto3 script that leverages a forensic volume to attach & mount to a selected instance, run a memory dump, unmount and detach from the selected instance and finally attach & mount to a Forensic Workstation
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Jul 15, 2020 - Python
A LIME explainer app for fine-grained sentiment classification, written using Dash.
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Sep 30, 2020 - Python
A LIME explainer app for fine-grained sentiment classification, written using Streamlit.
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Sep 30, 2020 - Python
Article on the interpretability of ML models
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Mar 20, 2021 - Python
Enhancing the BERT training with Semi-supervised Generative Adversarial Networks and LIME visualizations
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May 8, 2021 - Python
Applying GradCAM method with 3 kinds of CNN-based model for NLP classification task on french dataset.
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May 24, 2021 - Python
Implementation of the paper, "LIME: Low-Light Image Enhancement via Illumination Map Estimation", which is for my graduation thesis.
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Aug 12, 2021 - Python
This project compares the effectiveness of SVM algorithms using two classes (Hate vs Non-hate) and three classes (Hate, Offensive, Neither) in detecting the actual hate speech accurately. It consists of explainable AI (XAI) implemented using the LIME library and a web user interface implemented using the STREAMLITlibrary. This assignment belongs…
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Aug 27, 2021 - Python
Local Interpretable Model-Agnostic Explanations For Time Series Forecast Models
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Sep 15, 2021 - Python
Machine Learning (2019 Spring)
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Oct 22, 2021 - Python
MLTeam: Apply LIME for t-SNE
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Nov 12, 2021 - Python
Explainable Machine Learning in Linguistics and Applied NLP: Two Case Studies of Norwegian Dialectometry and Sexism Detection in French Tweets
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Feb 15, 2022 - Python
Python implementation of two low-light image enhancement techniques via illumination map estimation
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Aug 18, 2022 - Python
CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior
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Sep 21, 2022 - Python
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