airalcorn2

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 Solr

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.

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.

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.

parking-lot-pointnetplusplus

Train a PointNet++ bounding box regression model on parking lot samples obtained by following the Paved2Paradise protocol.

3d-cubes

Simple 3d cube in various formats

airalcorn2

My GitHub profile.

amazon-sagemaker-developer-guide

The open source version of the Amazon SageMaker docs

biggan-am

BigGAN-AM improves the sample diversity of BigGAN and synthesizes Places365 images.

logistic-regression

The code and slides for my "Logistic Regression in scikit-learn" presentation.

NBA_Tutorials

Tutorials for processing nba data

pytorch-nade

My PyTorch implementations of the NADE and order-agnostic NADE models.

Sexy-Time-Markov-Model

A Markov model for simulating sex!