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mailach's Projects

deepperf icon deepperf

DeepPerf is an end-to-end deep learning based solution that can train a software performance prediction model from a limited number of samples and predict the performance value of a new configuration.

feed-me-mensa-ul icon feed-me-mensa-ul

A quick-and-dirty script to scrape the daily menu of Leipzig University Mensa and send it to a telegram channel.

ganperf icon ganperf

GANPerf is a deep learning with generative adversarial network that can train a software performance prediction model from a limited number of samples and predict the performance value of a new configuration.

mlflow-slurm icon mlflow-slurm

Backend implementation for running MLFlow projects on Slurm

pycosa-toolbox icon pycosa-toolbox

Loose collection of implementations for configuration sampling, learning configuration-dependent non-functional properties, and arguably useful plotting shortcuts in Python.

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