temporaldata is a Python package for easily working with temporal data. It provides advanced data structures and methods to work with multi-modal, multi-resolution time series data.
temporaldata is available for Python 3.8 to Python 3.11
temporaldata has minimal dependencies, it only requires numpy, pandas, and h5py.
To install the package, run the following command:
pip install temporaldataIf you are planning to contribute to the package, you can install the package in development mode by running the following command:
pip install -e ".[dev]"Install pre-commit hooks:
pre-commit installUnit tests are located under test/. Run the entire test suite with
pytestor test individual files via, e.g., pytest test/test_data.py
Please cite our paper if you use this code in your own work:
@inproceedings{
azabou2023unified,
title={A Unified, Scalable Framework for Neural Population Decoding},
author={Mehdi Azabou and Vinam Arora and Venkataramana Ganesh and Ximeng Mao and Santosh Nachimuthu and Michael Mendelson and Blake Richards and Matthew Perich and Guillaume Lajoie and Eva L. Dyer},
booktitle={Thirty-seventh Conference on Neural Information Processing Systems},
year={2023},
}