frazane
PhD student at ETH Zürich, working with MeteoSwiss on post-processing with machine learning.
@MeteoSwiss @IACETHSwitzerland
Pinned Repositories
bernstein-flow
Small JAX implementation of Bernstein polynomials as normalizing flows.
cartopy
Cartopy - a cartographic python library with matplotlib support
GPJax
Gaussian processes in JAX.
keras
Deep Learning for humans
numbagg
Fast N-dimensional aggregation functions with Numba
numpy
The fundamental package for scientific computing with Python.
pcpp-workflow
Physics-constrained deep learning postprocessing of temperature and humidity
pi-vae
Code for utilising VAE as means of doing exact MCMC inference in complex high-dimensional space
scoringrules
Scoring rules for probabilistic forecast evaluation.
GPJax
Gaussian processes in JAX.
frazane's Repositories
frazane/scoringrules
Scoring rules for probabilistic forecast evaluation.
frazane/pcpp-workflow
Physics-constrained deep learning postprocessing of temperature and humidity
frazane/bernstein-flow
Small JAX implementation of Bernstein polynomials as normalizing flows.
frazane/cartopy
Cartopy - a cartographic python library with matplotlib support
frazane/GPJax
Gaussian processes in JAX.
frazane/keras
Deep Learning for humans
frazane/numbagg
Fast N-dimensional aggregation functions with Numba
frazane/numpy
The fundamental package for scientific computing with Python.
frazane/pi-vae
Code for utilising VAE as means of doing exact MCMC inference in complex high-dimensional space
frazane/WeatherBench
A benchmark dataset for data-driven weather forecasting
frazane/xarray
N-D labeled arrays and datasets in Python