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A recommender model that learns a matrix factorization embedding based off minimizing the pairwise ranking loss described in the paper.

Algorithm - Fulfilled on Amazon SageMaker


The CV19 Index (http://cv19index.com) is an open source, AI-based predictive model that identifies people likely to have heightened vulnerability to complications from COVID-19. The index is intended to help hospitals and government agencies respond to COVID-19. By targeting their outreach...

Model Package - Fulfilled on Amazon SageMaker


Key phrase extractor uses end-to-end text extraction pipeline, text analysis and natural language processing techniques to automate key phrases/words extraction from text documents. This solution is based on unsupervised graph-based, topic-based, statistics-based algorithms for the construction of...

Model Package - Fulfilled on Amazon SageMaker


An explicit feedback matrix factorization model. Uses a classic matrix factorization approach, with latent vectors used to represent both users and items. Their dot product gives the predicted score for a user-item pair.

Algorithm - Fulfilled on Amazon SageMaker


A recommender model that learns a matrix factorization embedding based off minimizing the pairwise ranking loss described in the paper.

Algorithm - Fulfilled on Amazon SageMaker


Models for recommending items given a sequence of previous implicit user/item interactions. Solves user cold start problem.

Algorithm - Fulfilled on Amazon SageMaker


An implicit feedback matrix factorization model. Uses a classic matrix factorization approach, with latent vectors used to represent both users and items. Their dot product gives the predicted score for a user-item pair. The model is trained through negative sampling: for any known user-item pair,...

Algorithm - Fulfilled on Amazon SageMaker


MindAlpha Serving is the model serving (online inference) service for model trained by MindAlpha (https://github.com/mindalpha/MindAlpha). It provides low latency neural network model prediction and supports both CPU and GPU instance types on AWS. After subscription, the service can be installed...

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