moDel Agnostic Language for Exploration and eXplanation

Entity Framework Core Power Tools - reverse engineering, migrations and model visualization for EF Core

📍 Interactive Studio for Explanatory Model Analysis

Explanatory Model Analysis. Explore, Explain and Examine Predictive Models

Local Interpretable (Model-agnostic) Visual Explanations - model visualization for regression problems and tabular data based on LIME method. Available on CRAN

Visualize correlations between variables

Triplot: Instance- and data-level explanations for the groups of correlated features.

This repo helps to track model Weights, Biases and Gradients during training with loss tracking and gives detailed insight for Classification-Model Evaluation

Display outputs of each layer in CNN models

ReactJS dashboard to visualize the model results of ShipCohortStudy

Yellowbrick wraps the scikit-learn and matplotlib to create publication-ready figures and interactive data explorations. It is a diagnostic visualization platform for machine learning that allows us to steer the model selection process by helping to evaluate the performance, stability, and predictive value of our models and further assist in diagnosing the problems in our workflow.

Code to visualize how different layers view the input when the output is changed. Also visualize the salient features as seen by the input image

A Pandemic Simulation ApplIication, for simulating viruses