auge / daphne

DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines

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The DAPHNE System

Overview

"The DAPHNE project aims to define and build an open and extensible system infrastructure for integrated data analysis pipelines, including data management and processing, high-performance computing (HPC), and machine learning (ML) training and scoring." (more information on https://daphne-eu.eu/)

In this repository, we develop the whole DAPHNE system with all its components including, but not limited to DaphneDSL, DaphneLib, DaphneIR, the DAPHNE Compiler, and the DAPHNE Run-time. The system will be built up and extended gradually in the course of the project.

Getting Started

Getting Involved

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DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines

License:Apache License 2.0


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Language:C++ 84.4%Language:Python 5.7%Language:Shell 3.5%Language:CMake 2.3%Language:Cuda 1.8%Language:C 0.7%Language:Dockerfile 0.6%Language:ANTLR 0.5%Language:MLIR 0.4%