LIME Archives - Analytics Vidhya

Explainable AI: Demystifying the Black Box Models

guest_blog, October 25, 2023
Artificial Intelligence, Classification, Data Visualization, Machine Learning, Regression
What are Explainability AI Techniques? Why do We Need it?

Sonia Singla, March 14, 2023
Algorithm, Artificial Intelligence, Intermediate, Machine Learning, Model Deployment
Everything You Need to Know about LIME

Vignesh Mathivanan, July 17, 2022
Beginner, Machine Learning, Python
ML Interpretability using LIME in R

Purva Huilgol, January 19, 2021
Beginner, Classification, Data Visualization, Libraries, Machine Learning, Project, R, Structured Data, Supervised
6 Python Libraries to Interpret Machine Learning Models and Build Trust

Purva Huilgol, March 25, 2020
Data Visualization, Intermediate, Libraries, Listicle, Machine Learning, Python
Decoding the Black Box: An Important Introduction to Interpretable Machine Learning Models in Python

Ankit Choudhary, August 26, 2019
Intermediate, Machine Learning, Python, Technique
Building Trust in Machine Learning Models (using LIME in Python)

guest_blog, June 1, 2017
Intermediate, Libraries, Machine Learning, Programming, Python, Structured Data