Michael A. Alcorn
Michael A. Alcorn
RankNet
My (slightly modified) Keras implementation of RankNet and PyTorch implementation of LambdaRank.
Michael-s-Data-Science-Curriculum
This is the companion curriculum to my guide to becoming a data scientist.
Deep-Semantic-Similarity-Model
My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.
Recurrent-Convolutional-Neural-Network-Text-Classifier
My (slightly modified) Keras implementation of the Recurrent Convolutional Neural Network (RCNN) described here: http://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9745.
batter-pitcher-2vec
A model for learning distributed representations of MLB players.
strike-with-a-pose
A simple GUI tool for generating adversarial poses of objects.
baller2vec
A multi-entity Transformer for multi-agent spatiotemporal modeling.
baller2vecplusplus
A look-ahead multi-entity Transformer for modeling coordinated agents.