daphne-eu
The acronym DAPHNE relates to the title "integrated Data Analysis Pipelines for large-scale data management, High-performance computing, and machiNE learning".
Pinned Repositories
daphne
DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines
daphne-eu.github.io
reproducibility
supplemental-binaries
This repository contains supplemental binary files that are meant to have some functionality in the Daphne framework.
umlaut
A modular suite for benchmarking all stages of Machine Learning pipelines. To find bottlenecks in such pipelines and compare different ML tools, this framework can calculate and visualize several metrics in the data preparation, model training, model validation and inference stages.
daphne-eu's Repositories
daphne-eu/daphne
DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines
daphne-eu/umlaut
A modular suite for benchmarking all stages of Machine Learning pipelines. To find bottlenecks in such pipelines and compare different ML tools, this framework can calculate and visualize several metrics in the data preparation, model training, model validation and inference stages.
daphne-eu/daphne-eu.github.io
daphne-eu/reproducibility
daphne-eu/supplemental-binaries
This repository contains supplemental binary files that are meant to have some functionality in the Daphne framework.