djgagne/california_rainfall_test

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djgagne/california_rainfall_test

djgagne

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ams-ml-python-course

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

Jupyter Notebook

hagelslag

Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability diagrams.

Jupyter Notebook

lorenz_gan

Lorenz 96 model with GAN parameterization of unresolved scale (Y).

Jupyter Notebook

deepsky

Interpretable Deep Learning for Spatial Analysis of Severe Hailstorms

Jupyter Notebook

swirlnet

Deep learning tutorial for predicting low-level rotation.

Jupyter Notebook

solar_energy_prediction_contest

Example code for the AMS Solar Energy Prediction Contest (http://www.kaggle.com/c/ams-2014-solar-energy-prediction-contest).

hagelslag-unidata

Object-based severe weather forecasting system.

ucar_sea_2015

Presentation, code, and data for my presentation at the 2015 UCAR SEA Conference

OWL_Verification

Verification System for the Oklahoma Weather Lab

metro_state_spring_2017

Severe Weather Analysis and Forecasting with Python Tools tutorial.

Jupyter Notebook

ou_grad_5203_fall_2016

Data Analytics Lecture Notes

Jupyter Notebook

deepsounding

Jupyter Notebook

HWT_mode

Using image recognition to classify storm modes in a numerical model.

Jupyter Notebook

dissertation_notebooks

Dissertation hail verification notebooks

Jupyter Notebook

ams_ai_storm_mode_contest_2008

Data from the 2008 AMS AI Competition on predicting storm mode

field-autoencode

Testbed for autoencoding different kinds of fields.

dl-demo-aspsc-2019

Deep Learning Demo for the ASP Summer Colloquium 2019

Jupyter Notebook

md_project

Project for Visual Analytics that is analyzing Mesoscale Discussions.

ncstate_fall_2017

Jupyter Notebook

ci_hackathon_2017

Processing code for Climate Informatics Hackathon 2017.

Jupyter Notebook

TensorFlow-Pokemon-Course

parf

Automatically exported from code.google.com/p/parf

ml_class

Machine Learning class notes

tufte

amsmlpython

cal_rain

California Rainfall Prediction Hackathon for Climate Informatics 2017

Jupyter Notebook

devtest

Jupyter Notebook

ams-ml-python-course-admin

haileval

Shared code for the evaluation of hail forecast models.

Jupyter Notebook

big_data_challenges_2017

icecaps

Web map visualization of storm-scale ensemble data for CAPS.

bootcamp

carbon_export_biomes

Jupyter Notebook

jetlation

Jupyter Notebook