Skip to content
#

model-agnostic-explanations

Star

Here are 7 public repositories matching this topic...

Language: All
Filter by language
All 7 Jupyter Notebook 4 Python 2 HTML 1

amascasadesus / ML-for-Paediatric-Covid-Diagnosis

Star 1

A machine learning project developing classification models to predict COVID-19 diagnosis in paediatric patients.

python data-science machine-learning random-forest pipelines hyperparameter-optimization data-preprocessing data-cleaning decision-tree hyperparameter-tuning shapely smote oversampling classification-models model-interpretability classification-algorithms missing-data-imputation model-agnostic-explanations model-optimization global-surrogate-method
  • Updated Jul 21, 2020
  • Jupyter Notebook

Purushothaman-natarajan / XAI-lime-on-Binary-Image-Classifier

Star 0

We've developed a powerful binary dog and cat image classifier, driven by advanced deep learning techniques, and enhanced its transparency using Local Interpretable Model-agnostic Explanations (LIME). Witness the magic as the model accurately predicts dog and cat images while LIME reveals the intricate decision-making process behind each result.

machine-learning deep-neural-networks computer-vision deep-learning binary-classification lime explainable-artificial-intelligence explainable-ai xai shap model-agnostic-explanations
  • Updated Nov 29, 2023
  • Jupyter Notebook

Improve this page

Add a description, image, and links to the model-agnostic-explanations topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the model-agnostic-explanations topic, visit your repo's landing page and select "manage topics."

Learn more