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collisionsgalore

Billiard ball collisions simulated in 3D.

connectfour

Play Connect Four against the computer AI.

controls

Training examples of different foundational models used as controls for my experiments

dcm

deepneuralclassifier

Deep neural network using rectified linear units to classify hand written symbols from the MNIST dataset.

dkm

Dynamic Kernel Matching (DKM) for Classifying Data with Non-conforming Features

gumbel-softmax

categorical variational autoencoder using the Gumbel-Softmax estimator

maxsnippetmodel

Statistical classifier for immune repertoires

maxsnippetmodelovarian

Statistical classifier for diagnosing ovarian cancer from immune repertoires

mlworkshop

Stephen Wylie's machine learning presentations

msm

Improved statistical classifier for immune repertoires

nakedattention

Revealing example of self-attention, the building block of transformer AI models

nakedtensor

Bare bone examples of machine learning in TensorFlow

ndt

Neural decision tree with gradient corrections

restrictedboltzmannmachine

Neural network trained as a generative model on the MNIST dataset using Persistent Contrastive Divergence.

rwa

Machine Learning on Sequential Data Using a Recurrent Weighted Average

rwa-unixpickle

RWA recurrent neural networks

sars-cov-2-mutations

Identify and model mutations in the SARS-Cov-2 genome

searchbitcoin

Web service for finding items that can be bought with bitcoin with web-crawler for finding new items.

tf-rda-cell

Recurrent Discounted Attention unit (RDA) for Tensorflow

tumorstop.py

Machine learning to distinguish two types of T-cell receptor subregions.