Installation Guide

AgentTorch is meant to be used in a Python 3.9 environment (or above). If you have not installed Python 3.9, please do so first from python.org/downloads.

To install the project, run:

> pip install git+https://github.com/agenttorch/agenttorch

To run some models, you may need to separately install their dependencies. These usually include torch, torch_geometric, and osmnx.

For the sake of completeness, a summary of the commands required is given below:

# on macos, cuda is not available:
> pip install torch torchvision torchaudio
> pip install pyg_lib torch_scatter torch_sparse torch_cluster torch_spline_conv
> pip install osmnx

# on ubuntu, where ${CUDA} is the cuda version:
> pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/${CUDA}
> pip install pyg_lib torch_scatter torch_sparse torch_cluster torch_spline_conv -f https://data.pyg.org/whl/torch-2.0.0+${CUDA}.html
> pip install osmnx

Hardware

The code has been tested on macOS Catalina 10.1.7 and Ubuntu 22.04.2 LTS. Large-scale experiments are run using Nvidia's TitanX and V100 GPUs.