https://github.com/gamemaker1/agent-torch-visualize

https://github.com/gamemaker1/agent-torch-visualize

Last synced: 10 days ago
JSON representation

• Host: GitHub
• URL: https://github.com/gamemaker1/agent-torch-visualize
• Owner: gamemaker1
• Created: 2024-08-29T07:49:12.000Z (2 months ago)
• Default Branch: main
• Last Pushed: 2024-10-21T15:42:26.000Z (15 days ago)
• Last Synced: 2024-10-22T02:55:48.251Z (15 days ago)
• Language: Python
• Size: 14.6 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: readme.md

Awesome Lists containing this project

README

        
# Visualizing AgentTorch Simulations

This module provides a Python API that works seamlessly with AgentTorch

to visualize a simulation using the trajectory of its state.

The various supported types of visualizations are described below. To

request/add a new visualization, please open a pull request or an issue.

## GeoPlot

This visualization renders a 3-D plot of the data given the state

trajectory of a simulation, and the path of the property to render.

It generates an HTML file that contains code to render the plot using

Cesium Ion, and the GeoJSON file of data provided to the plot.

An example of its usage is as follows:

```py

from agent_torch.visualize import GeoPlot

# create a simulation

# ...

# create a visualizer

geoplot = GeoPlot(config, cesium_token)

# visualize in the runner-loop

for i in range(0, num_episodes):

  runner.step(num_steps_per_episode)

  geoplot.visualize(

    name = f"consumer-money-spent-{i}",

    state_trajectory = runner.state_trajectory,

    entity_position = "consumers/coordinates",

    entity_property = "consumers/money_spent",

  )

```