Pinned Repositories
aquamam
An autoregressive, quaternion manifold model for rapidly estimating complex SO(3) distributions.
baller2vec
A multi-entity Transformer for multi-agent spatiotemporal modeling.
batter-pitcher-2vec
A model for learning distributed representations of MLB players.
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.
paved2paradise
Cost-effective and scalable LiDAR simulation by factoring the real world.
pytorch-nerf
Minimal PyTorch implementations of NeRF and pixelNeRF.
RankNet
My (slightly modified) Keras implementation of RankNet and PyTorch implementation of LambdaRank.
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.
strike-with-a-pose
A simple GUI tool for generating adversarial poses of objects.
airalcorn2's Repositories
airalcorn2/Michael-s-Data-Science-Curriculum
This is the companion curriculum to my guide to becoming a data scientist.
airalcorn2/RankNet
My (slightly modified) Keras implementation of RankNet and PyTorch implementation of LambdaRank.
airalcorn2/pytorch-nerf
Minimal PyTorch implementations of NeRF and pixelNeRF.
airalcorn2/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.
airalcorn2/Solr-LTR
From Zero to Learning to Rank in Apache Solr
airalcorn2/batter-pitcher-2vec
A model for learning distributed representations of MLB players.
airalcorn2/strike-with-a-pose
A simple GUI tool for generating adversarial poses of objects.
airalcorn2/baller2vec
A multi-entity Transformer for multi-agent spatiotemporal modeling.
airalcorn2/baller2vecplusplus
A look-ahead multi-entity Transformer for modeling coordinated agents.
airalcorn2/pytorch-geodesic-loss
A PyTorch criterion for computing the distance between rotation matrices.
airalcorn2/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.
airalcorn2/vqvae-pytorch
A minimal PyTorch implementation of the VQ-VAE model described in "Neural Discrete Representation Learning".
airalcorn2/LMIR
Pure Python implementations of the language models for information retrieval surveyed here: https://dl.acm.org/doi/10.1145/383952.384019.
airalcorn2/Football-o-Genetics
An application for "evolving" near-optimal offensive play calling strategies.
airalcorn2/paved2paradise
Cost-effective and scalable LiDAR simulation by factoring the real world.
airalcorn2/deformer
An order-agnostic distribution estimating Transformer.
airalcorn2/shallow-deep-learning
The code and slides for my "A Shallow Introduction to Deep Learning" workshop.
airalcorn2/pytorch-ipdf
Minimal PyTorch implementation of implicit-PDF.
airalcorn2/pytorch-volume-rotator
Applies explicit 3D transformations to feature volumes in PyTorch.
airalcorn2/boformer
airalcorn2/parking-lot-pointnetplusplus
Train a PointNet++ bounding box regression model on parking lot samples obtained by following the Paved2Paradise protocol.
airalcorn2/aquamam
An autoregressive, quaternion manifold model for rapidly estimating complex SO(3) distributions.
airalcorn2/3d-cubes
Simple 3d cube in various formats
airalcorn2/airalcorn2
My GitHub profile.
airalcorn2/amazon-sagemaker-developer-guide
The open source version of the Amazon SageMaker docs
airalcorn2/biggan-am
BigGAN-AM improves the sample diversity of BigGAN and synthesizes Places365 images.
airalcorn2/logistic-regression
The code and slides for my "Logistic Regression in scikit-learn" presentation.
airalcorn2/NBA_Tutorials
Tutorials for processing nba data
airalcorn2/pytorch-nade
My PyTorch implementations of the NADE and order-agnostic NADE models.
airalcorn2/Sexy-Time-Markov-Model
A Markov model for simulating sex!