jostmey

NakedTensor

Bare bone examples of machine learning in TensorFlow

rwa

Machine Learning on Sequential Data Using a Recurrent Weighted Average

DeepNeuralClassifier

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

msm

Improved statistical classifier for immune repertoires

NakedAttention

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

dkm

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

MaxSnippetModel

Statistical classifier for immune repertoires

RestrictedBoltzmannMachine

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

SARS-Cov-2-Mutations

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

ConnectFour

Play Connect Four against the computer AI.

tf-rda-cell

Recurrent Discounted Attention unit (RDA) for Tensorflow

CollisionsGalore

Billiard ball collisions simulated in 3D.

ndt

Neural decision tree with gradient corrections

controls

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

dcm

MaxSnippetModelOvarian

Statistical classifier for diagnosing ovarian cancer from immune repertoires

rwa-unixpickle

RWA recurrent neural networks

SearchBitcoin

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

gumbel-softmax

categorical variational autoencoder using the Gumbel-Softmax estimator

mlworkshop

Stephen Wylie's machine learning presentations

TumorSTOp.py

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