Stars
GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.
A way to manage forecast Xarray datasets using datatrees
fsspec filesystem for stronglink tape archive
Source repo for Earth and Environmental Data Science book
Python library for developing and working with catalogs of oceanographic model results
Python wrapper of BitInformation.jl to easily compress xarray datasets based on their information content
Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at
Comprehensive EOF analysis in Python with xarray: A versatile, multidimensional, and scalable tool for advanced climate data analysis
random data generation parametrized by xarray objects
Common fields for (meteorological/weather) forecast data.
Nested bootstrap resampling of xarray objects
tools that I've developed over time that form a part of my daily workflow built primarily around xarray. Thought good to share. Won't be making docs for now
A workshop on writing good scientific code.
A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting
Python code for MWR paper 'Using Artificial Neural Networks for Generating Probabilistic Subseasonal Precipitation Forecasts over California'
Beta for Pangeo Postprocessing
Deep Learning for Post-Processing Ensemble Weather Forecasts
Welcome to the Physics-based Deep Learning Book (v0.2)
🌎 Verification of weather and climate forecasts 🌍
a collection of remote climate data accessed via intake cached to disk
Experiment on CNN to climate data
Documentation of the CAFE-f6 decadal hindcasts/forecasts
Code associated with the paper 'Seasonal Arctic sea ice forecasting with probabilistic deep learning'