In this post, we detail the recently released NVIDIA Time Series Prediction Platform (TSPP), a tool designed to compare easily and experiment with arbitrary combinations of forecasting models, time-series datasets, and other configurations. The TSPP also provides functionality to explore the hyperparameter search space, run accelerated model training using distributed training and Automatic Mixed…
]]>Recommender systems drive engagement on many of the most popular online platforms. As data volume grows exponentially, data scientists increasingly turn from traditional machine learning methods to highly expressive, deep learning models to improve recommendation quality. Often, the recommendations are framed as modeling the completion of a user-item matrix, in which the user-item entry is the…
]]>