Repository Index

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

• object-detection
• instance-segmentation
• computer-vision
• small-object-detection

An Engine-Agnostic Deep Learning Framework in Java

• deep-learning
• neural-network
• ai
• java

The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.

• machine-learning
• natural-language-processing
• visualization

A Doctor for your data

• data
• data-centric-ai
• data-centric-machine-learning
• data-curation

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

moDel Agnostic Language for Exploration and eXplanation

• machine-learning
• interpretability
• data-science
• xai

Code for "High-Precision Model-Agnostic Explanations" paper

Contrastive Explanation (Foil Trees), developed at TNO/Utrecht University

• interpretability
• machine-learning
• contrastive-explanations
• foil