yiliouc

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

ams-ml-python-course

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

COAWST

This is a testing and development version. Not suitable for general distribution.

courses

fast.ai Courses

DAPPER

Data Assimilation with Python: a Package for Experimental Research (DAPPER)

data-driven-discretization-1d

Code for "Data-driven discretization"

GOMO

Generalized Operator Modelling of the Ocean (GOMO)

hagelslag

Hagelslag is an object-based severe storm hazard forecasting system.

lorenz_gan

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

OpenArray

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

tf-tutorial

Short tutorial for TensorFlow, designed to be presented in-person

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.