galenwilkerson Goto Github PK

bayesian-network

A Bayesien Network for simple inference

bert

TensorFlow code and pre-trained models for BERT

brain-as-random-graph

Some analysis of the brain as a random graph

caesar-and-vigenere-ciphers

chaos-in-random-boolean-networks

An exploration of chaos in Kauffman Random Boolean Networks (also known as N k networks)

city-lattice

A model of a city as a small-world lattice. Especially, I am interested to see how highways affect mobility patterns, total travel time, and also energy.

complex-systems

coursework

Coursework on machine learning and large scale data processing.

deep-learning-convolutional-network

Simple example of Deep Learning using a Convolutional Network (Digit Classification)

deep-learning-regression---housing-prices

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

dense-neural-network-on-binary-classification-with-hyperparameter-tuning

disc-city

The idea of a city as a disc is addressed. That is, if "trips" are just distances between pairs of points in a city, what is the distribution of trip lengths between randomly chosen points in a disc?

documents

Slides produced by Engineers and Data Scientists of Blue Yonder

entropy_of_card_decks

A quick notebook explaining the 2nd law of thermodynamics using small decks of cards.

explanation_of_attention_models

exploration-exploitation-resources

Investigate exploration vs. exploitation in file creation and access times

fourier-transform-tutorial

fun_and_games

Fakespeare - A Markov parody generator for the iPhone using the Shakespeare corpus, and a few game prototypes written in Netlogo and Processing that use mathematics and non-standard biological motion.

galenwilkerson.github.io

general_relativity

Notes for General Relativity at Stanford University by Leonard Susskind

genetic-algorithms

An exploration of genetic algorithms using Python and a labyrinth

genetic_algorithm_optimization_sklearn-based

handwriting-recognition-using-acceleration-data

Handwriting Recognition using Machine Learning and Signal Processing of inertial measurement unit data

hopfield-networks

human-mobility-research

Research on complex systems of human mobility for publication

hypothesis-testing

ising-model

Ising Model Sandbox

kuramoto-with-brian-simulator

large-language-models

Exploration of LLMs