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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.Michael-s-Data-Science-Curriculum
This is the companion curriculum to my guide to becoming a data scientist.RankNet
My (slightly modified) Keras implementation of RankNet and PyTorch implementation of LambdaRank.pytorch-nerf
Minimal PyTorch implementations of NeRF and pixelNeRF.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.Solr-LTR
From Zero to Learning to Rank in Apache Solrbatter-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.Michael-s-Guide-to-Becoming-a-Data-Scientist
I was once asked about transitioning to a career in data science by three different UChicago grad students over a short period of time, so I decided to put together this outline in case anyone else was curious.baller2vecplusplus
A look-ahead multi-entity Transformer for modeling coordinated agents.pytorch-geodesic-loss
A PyTorch criterion for computing the distance between rotation matrices.Color-Names
An improved version of the color name model described here: http://lewisandquark.tumblr.com/post/160776374467/new-paint-colors-invented-by-neural-network.vqvae-pytorch
A minimal PyTorch implementation of the VQ-VAE model described in "Neural Discrete Representation Learning".LMIR
Pure Python implementations of the language models for information retrieval surveyed here: https://dl.acm.org/doi/10.1145/383952.384019.Football-o-Genetics
An application for "evolving" near-optimal offensive play calling strategies.paved2paradise
Cost-effective and scalable LiDAR simulation by factoring the real world.deformer
An order-agnostic distribution estimating Transformer.shallow-deep-learning
The code and slides for my "A Shallow Introduction to Deep Learning" workshop.pytorch-ipdf
Minimal PyTorch implementation of implicit-PDF.Hangouts-NLP
A program that performs a number of different natural language processing analyses on Google Hangouts instant messaging data.Sequences-With-Sentences
A convolutional recurrent neural network that can handle data sequences containing a mixture of fixed size and variable size (e.g., text) inputs at each time step.ScatterPlot3D
An application for visualizing and exploring three-dimensional scatter plot data.boformer
pytorch-volume-rotator
Applies explicit 3D transformations to feature volumes in PyTorch.aquamam
An autoregressive, quaternion manifold model for rapidly estimating complex SO(3) distributions.Love Open Source and this site? Check out how you can help us