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Updated README and version
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README.md

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This repository contains the software package accompanying the paper "A Methodology for Comparing Auto-Tuning Optimization Algorithms".
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It makes the guidelines in the methodology easy to apply: simply specify the `.json` file, run `autotuning_visualize [path_to_json]` and wait for the results!
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### Limitations & Future Work
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Currently, the stable releases of this software package are compatible with [Kernel Tuner](https://github.com/KernelTuner/kernel_tuner) and [KTT](https://github.com/HiPerCoRe/KTT), as in the paper. We plan to soon extend this to support more frameworks.
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## Installation
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The package can be installed with `pip install autotuning_methodology`.
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Alternatively, it can be installed by cloning this repository and running `pip install .` in the root of the cloned project.

pyproject.toml

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[project] # https://packaging.python.org/en/latest/specifications/declaring-project-metadata/#declaring-project-metadata
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name = "autotuning_methodology"
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version = "1.0.0b2"
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version = "1.0.0b3"
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authors = [{ name = "Floris-Jan Willemsen", email = "[email protected]" }]
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description = "Software package easing implementation of the guidelines of the 2024 paper 'A Methodology for Comparing Auto-Tuning Optimization Algorithms'."
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keywords = ["autotuning", "auto-tuning", "methodology", "scientific"]

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