paypal/autosklearn-zeroconf
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autosklearn-zeroconf is a fully automated binary classifier. It is based on the AutoML challenge winner auto-sklearn. Give it a dataset with known outcomes (labels) and it returns a list of predicted outcomes for your new data. It even estimates the precision for you! The engine is tuning massively parallel ensemble of machine learning pipelines for best precision/recall.
3 mentions on Hacker News by 3 people: 1 story, 2 comments · first 2017-04-21 · latest 2019-01-11
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…an example of a classification AutoML based on linear models but may include NN in the future https://github.com/paypal/autosklearn-zeroconf/blob/master/R...
comment by umlautae · 2019-01-11 · in Ask HN: Are any startups working on automated ML model generation? -
An example of such tool https://github.com/paypal/autosklearn-zeroconf There are many more including genetic algorithms. Some are discussed here: https://www.reddit.com/r/MachineLearning/comments/6efs8u/d_a...
comment by flatfilefan · 2017-11-11 · in Popular Machine Learning algorithms -
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Fully automated binary classifier based on the AutoML challengestory by adulau · 2017-04-21 · 0 comments