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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.

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

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  • C++ 85.1%
  • Python 5.5%
  • Shell 3.0%
  • MLIR 2.1%
  • CMake 1.8%
  • Cuda 1.3%
  • Other 1.2%