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Leo Siqueira's Projects

a_wcycl1950 icon a_wcycl1950

codes for creating and testing input data for A_WCYCL1950S_H01A compset for E3SM

ai2es_xai_course icon ai2es_xai_course

Notebooks for AI2ES (NSF Institute for Research on Trustworthy Artificial Intelligence in Weather, Climate, and Coastal Oceanography) short course on XAI (explainable artificial intelligence).

aiml_symposium icon aiml_symposium

For 2018 Artificial-intelligence and Machine-learning Symposium at University of Oklahoma.

ams-ml-python-course icon ams-ml-python-course

Machine Learning in Python for Environmental Science Problems AMS Short Course Material

ams2019_short_course icon ams2019_short_course

Python library for short course (Machine Learning in Python for Environment) at 2019 AMS (American Meteorological Society) annual meeting.

aostools icon aostools

Helper functions for postprocessing and analysis of netCDF data. Also includes I/O routines to seamlessly work with pv_atmos.

betacast icon betacast

Wrapper shell scripts for running CESM in either real-time forecast or retrospective hindcast initialized mode.

captum icon captum

Model interpretability and understanding for PyTorch

cartopy icon cartopy

Cartopy - a cartographic python library with matplotlib support

cesm icon cesm

The Community Earth System Model

cesm_postprocessing icon cesm_postprocessing

Project repository for the CESM python based post-processing code, documentation and issues tracking.

cira_ml_short_course icon cira_ml_short_course

Notebooks for CIRA (Cooperative Institute for Research in the Atmosphere) machine-learning short course.

cira_uq4ml icon cira_uq4ml

Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere

climate_indices icon climate_indices

Climate indices for drought monitoring, community reference implementations in Python

climpred icon climpred

:earth_americas: an xarray wrapper for analysis of ensemble forecast models for climate prediction.

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