To-Do List

VNI

• Handle cpds computation
• Handle intervention
• Handle high dimensional data in VNI
• Handle intervention with an entire set of feature values -> hint: use uniform distribution
• Develop tests
• Usage VNI - configuration files
• Handle Batch of Queries
• Add visualization plots

KDE

• Develop tests
• Handle Batch of Queries
• New kernels
• Handle Query with multiple target features
• Handle different input size different from [batch_size, n_features, 1]

MeanCov

• Develop tests
• Handle Batch of Queries

Usage

• Usage for benchmark
• Usage for single prediction vs batch prediction
• Usage for planning - representation

Repo

• Update architecture scheme
• Documentations
• Website