Valohai Blog

The Importance of Reproducibility

[fa icon="calendar'] Jul 11, 2018 1:04:47 PM / by Aarni Koskela posted in Machine Learning Tools, Reproducibility

Reproducibility and replicability are cornerstones of the scientific method. Every so often there’s a sensationalized news article about a new scientific study with astounding results (for instance, we’re looking forward to seeing what’s hot at ICML 2018 – we’re attending, come say hi!) – and it’s not uncommon in these cases that there’s no way for other fellow scientists to verify these results by themselves, be it due to missing or proprietary data, or faulty methodologies. This, naturally, casts shade over the entire study in question.

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Top 49 Machine Learning Platforms – The Whats and Whys

[fa icon="calendar'] Jul 6, 2018 8:12:26 AM / by Ruksi posted in Machine Learning Infrastructure, Machine Learning Tools

If machine learning is a team sport, like I so frequently hear, machine learning platforms must be the playing fields. And to up your machine learning game, you must have the proper environments to do it.

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