xclim
xclim: xarray-based climate data analytics - Published in JOSS (2023)
scores
scores: A Python package for verifying and evaluating models and predictions with xarray - Published in JOSS (2024)
climpred
climpred: Verification of weather and climate forecasts - Published in JOSS (2021)
STUMPY
STUMPY: A Powerful and Scalable Python Library for Time Series Data Mining - Published in JOSS (2019)
xeofs
xeofs: Comprehensive EOF analysis in Python with xarray - Published in JOSS (2024)
fugue
A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.
mpes
Distributed data processing routines for multidimensional photoemission spectroscopy (MPES)
arboreto
A scalable python-based framework for gene regulatory network inference using tree-based ensemble regressors.
hextof-processor
Code for preprocessing data from the HEXTOF instrument at FLASH, DESY in Hamburg (DE)
https://github.com/becksteinlab/mdanalysis-with-dask
Benchmarking MDAnalysis with dask.
https://github.com/nixtla/mlforecast
Scalable machine 🤖 learning for time series forecasting.
dask-flood-mapper
Map floods with Sentinel-1 radar images. We replicate in this package the work of Bauer-Marschallinger et al. (2022) on the TU Wien Bayesian-based flood mapping algorithm. This implementation is entirely based on Dask and data access via STAC with odc-stac.
marex
Marine Extremes detection, identification, and tracking/merging for Exascale Climate data
https://github.com/becksteinlab/parallel-analysis-in-the-mdanalysis-library
Benchmarking MDAnalysis with Dask (and MPI). Supplementary Information for SciPy 2017 paper.