Recent Releases of https://github.com/cdjellen/otbench
https://github.com/cdjellen/otbench -
Release version 2024.1.7 of otbench
* migrated from scikit-learn r2_score to a coefficient of determination computed using scipy
* small edits to overview notebooks
* improved contribution guidelines
Future improvements:
* add a new usna_cn2_full dataset with all available data across all sources, and without interpolation
- Jupyter Notebook
Published by CDJellen over 2 years ago
https://github.com/cdjellen/otbench - 2023.11.28
Release version 2023.11.28 of otbench
* improved deep learning benchmark modules
* added new notebooks to provide an overview of implementing dep learning models for optical turbulence strength prediction and forecasting.
* updated some model names
* re-ran benchmarks, persisted as expiraments.json, with the new RNNModel included
Future improvements:
* add a new usna_cn2_full dataset with all available data across all sources, and without interpolation
* improve repository with discussions and templates for contributing and issues
- Jupyter Notebook
Published by CDJellen over 2 years ago
https://github.com/cdjellen/otbench - 2023.11.15
Release version 2023.11.14 of otbench
* added support for deep learning models through PyTorch
* improved test coverage
* updates overview notebooks for regression and forecasting
Future improvements:
* make all baseline models deterministic in their scores
* add a new usna_cn2_full dataset with all available data across all sources, and without interpolation
* improve repository with discussions and templates for contributing and issues
- Jupyter Notebook
Published by CDJellen over 2 years ago
https://github.com/cdjellen/otbench - 2023.10.27
Release version 2023.10.27 of otbench
* first public release
* improved test coverage
* full README coverage
* deemed production ready for atmospheric research and benchmarking
Future improvements:
* make all baseline models deterministic in their scores
* add a new usna_cn2_full dataset with all available data across all sources, and without interpolation
* improve repository with discussions and templates for contributing and issues
- Jupyter Notebook
Published by CDJellen over 2 years ago