Dependencies Update

[brovolia]

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]

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.