Jared Ostmeyer

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

MaxSnippetModelOvarian. Statistical classifier for diagnosing ovarian cancer from immune repertoires

dcm. Python

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

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.