duncanwp

dvc

🦉 ML Experiments and Data Management with Git

cheatsheets

Official Matplotlib cheat sheets

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

probability

Probabilistic reasoning and statistical analysis in TensorFlow

PySR

High-Performance Symbolic Regression in Python and Julia

napari

napari: a fast, interactive, multi-dimensional image viewer for python

xarray-spatial

Raster-based Spatial Analytics for Python

Practical-Deep-Learning-Book

Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge

pymc4

Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.

ttk

TTK - Topological Data Analysis and Visualization - Source Code

tutorials

climlab

Python package for process-oriented climate modeling

nn_physical_concepts

deepsphere-cosmo-tf1

A spherical convolutional neural network for cosmology (TFv1).

pangeo-pyinterp

Python library for optimized interpolation.

ClimateLaboratoryBook

JupyterBook source for The Climate Laboratory

tobac

Tracking and object-based analysis of clouds

ml_drought

Machine learning to better predict and understand drought. Moving github.com/ml-clim

gpar

Implementation of the Gaussian Process Autoregressive Regression Model

NARGP

Multi-fidelity modeling using Gaussian processes and nonlinear auto-regressive schemes.

xarrayutils

tidybench

TIme series DiscoverY BENCHmark (tidybench)

cmip56_forcing_feedback_ecs

Tables of ECS, Effective Radiative Forcing, and Radiative Feedbacks from Zelinka et al., GRL (2020).

tiledb_netcdf

An adapter to convert NetCDF files to TileDB arrays

lfca

Low-frequency component analysis (LFCA)

dl-pbl

Fast domain-aware neural network emulation of a planetary boundary layer parameterization in a numerical weather forecast model

ML-Oxford-2020

py-dMaps

d-Maps goes into Python mode.

clim-EX

A Climate Animation Explorer.

gpf

A Fortran library for Gaussian process regression