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collaborative-filtering-deep-learning
Data Mining and Information Retrieval. This project makes use of the #nowplaying dataset which can be found here. A subset of the #nowplaying dataset was extracted using Reservoir Sampling, because the original dataset was too large (13GB). More information on the sampling workflow can be found in the report, accompanying this assignment.sponsored-search-auction
In auction theory, a Vickrey–Clarke–Groves (VCG) auction is a type of sealed-bid auction of multiple items. Bidders submit bids that report their valuations for the items, without knowing the bids of the other people in the auction. This code simulates an auction between bidders and available slots.click-through-rates-predictions
Predict the user’s click response to each auctioned ad impression in real-time bidding (RTB) display advertising. Specifically, given the information of the incoming bid request, the bid agent should estimate the probability that the user will click on its ad if it is displayed.Love Open Source and this site? Check out how you can help us