Neptune – Machine Learning Platform

In January 2016, won the Right Whale Recognition contest on kaggle. The competition’s goal was to automate the right whale recognition process using a dataset of aerial photographs of individual whales. The terms and conditions for the competition stated that to collect the prize, the winning team had to provide source code and a description of how to recreate the winning solution. A fair request, but as it turned out, the winning solution’s authors spent about three weeks recreating all of the steps that led them to the winning machine learning model.When data scientists work on a problem, they need to test many different approaches — various algorithms, neural network structures, numerous hyperparameter values that can be optimized etc. The process of validating one approach can be called an…

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