Visualization

NEXTorch offers a variety of visualization functions in nextorch.plotting module. The plots are rendered using matplotlib as a backend. It is an active area of development for NEXTorch.

We provide two forms of the visualization functions depending on their inputs format:

1. X or Y matrics or

2. an Experiment object (functions that end with _exp).

Parity Plots

Discovery Plots

Functions in 1-dimension Parameter Spaces

Functions in 2-dimensional Parameter Spaces

Functions in 3-dimensional Parameter Spaces

Pareto Front