udao 1.0.0

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UDAO

the Unified Data Analytics Optimizer (UDAO) package enables the optimization of data analytics pipelines.

Getting Started

Install

Using pip:

pip install udao

Install on GPU

The current GPU version relies on CUDA 11.8 and PyTorch 2.0.1. The following instructions are for installing the GPU version of UDAO.

Requirements

Before installing, please make sure you have the following dependencies installed (using pip):

pip install cuda-python==11.8
pip install torch==2.0.1 -f https://download.pytorch.org/whl/cu118
pip install torchvision==0.15.2 -f https://download.pytorch.org/whl/cu118
pip install torchaudio==2.0.2 -f https://download.pytorch.org/whl/cu118
pip install dglgo==0.0.2
pip install dgl -f https://data.dgl.ai/wheels/cu118/repo.html