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Polina S's Projects

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CS231n: Convolutional Neural Networks for Visual Recognition (Spring 2017)

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📝 Registration, for hackathons!

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This is a sample Scrapy project for educational purposes

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Robyn is an experimental, automated and open-sourced Marketing Mix Modeling (MMM) code from Facebook Marketing Science. It uses various machine learning techniques (Ridge regression with cross validation, multi-objective evolutionary algorithm for hyperparameter optimisation, gradient-based optimisation for budget allocation etc.) to define media channel efficiency and effectivity, explore adstock rates and saturation curves. It's built for granular datasets with many independent variables and therefore especially suitable for digital and direct response advertisers with rich dataset.

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FORMCEPT Whiteboard used by developers for developers

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