Dask Distributed Python Packages

unidist

Unified Distributed Execution

pylammpsmpi

Parallel Lammps Python interface - control a mpi4py parallel LAMMPS instance from a serial python process or a Jupyter notebook - based on executorlib

scip

Scalable Cytometry Image Processing (SCIP) is an open-source tool that implements an image processing pipeline on top of Dask, a distributed computing framework written in Python. SCIP performs projection, illumination correction, image segmentation and masking, and feature extraction.

timeeval

Evaluation Tool for Time Series Anomaly Detection Methods

psweep

Loop like a pro, make parameter studies fun.

dask-remote-jobqueue

A custom dask remote jobqueue for HTCondor.

hypergbm

A full pipeline AutoML tool for tabular data

tfilterspy

Python library for implementing state-of-the-art Bayesian filtering techniques like Kalman Filters and Particle Filters.

scherbelberg

HPC cluster deployment and management for the Hetzner Cloud

climeval

EvalMetrics: Precision in Prediction

dask-remote

Dask cluster based on a Kubernetes-native Deployment

ipcmagic-cscs

Magic commands to support running MPI python code as well as multi-node Dask workloads on Jupyter notebooks.