Setup
Environment
The GLOBEM is a python-based platform. Here is an example of using Anaconda or miniconda for environment setup:
conda create -n globem python=3.7
conda activate globem
pip install -r requirements.txtDataset Preparation
Example raw data are provided in our Github data_raw folder.
Please refer to the GLOBEM Dataset page for more details about the raw data format.
A simple script is prepared to process these raw data.
As different subjects may have a different amount of data,
the main purpose of the processing is to slice the data into standard (feature matrix, label) pairs (see XXX in the next page for specific definitions).
The preparation can be done by running
python data/data_prep.py⚠️
ETA ~45 mins with the completed version of the four-year dataset, ~3 mins with the sample data.