Required Dependencies for Deep Learning Module

The following libraries are required dependencies which will be installed automatically if you install GeoTorchAI with pip command described in the following section.

• PyTorch >= 1.10
• rasterio
• scikit-image
• kaggle
• pandas
• numpy

If you need to install these dependencies manually, follow the instructions given below.

Dependency Installation Instructions

1. Install PyTorch
2. Install rasterio
3. Install scikit-image
4. Install kaggle
5. Install pandas
6. Install numpy

Optional Dependencies for Preprocessing Module

The following libraries are optional dependencies, which need to be installed if you intend to use the GeoTorchAI Preprocessing Module. You can skip these dependencies if you are not going to use the preprocessing module.

• PySpark >= 3.0.0
• Apache Sedona incubating >= 1.2.0

Dependency Installation Instructions

1. Install PySpark
2. Install Apache Sedona

GeoTorchAI is available for installation through PYPI with the following command. This command will install the mandatory required dependencies.

pip install geotorchai
          or
pip3 install geotorchai