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bentsherman / tesseract

A tool for creating resource prediction models for scientific workflows
MIT License
10 stars 2 forks source link

Dependencies Update #14

Open brovolia opened 11 months ago

brovolia commented 11 months ago

Hi Ben,

I recently discovered your tool for computer resource prediction, Tesseract. I'm interested in implementing it for my work, but I noticed that some dependencies are not up to date. For instance, tensorflow.keras.wrappers.scikit_learn has migrated to scikeras.wrappers.

I'm curious if you are still maintaining Tesseract, or if there is another tool you recommend for computer resource prediction.

bentsherman commented 11 months ago

Hi @brovolia , thanks for reaching out. I haven't maintained the repo since I finished my PhD, as it is mostly a research prototype. Even if you can't get the original dependencies, the code should still work with newer versions, I didn't do anything crazy that wouldn't be supported anymore.

For what it's worth, now that I work for Seqera I incorporated some of my work into the pipeline optimization feature in Seqera Cloud. It's not as advanced as Tesseract, but it still adds a ton of value. If your use case is Nextflow pipelines and you happen to be using Seqera Cloud, you can use that feature instead.