galenwilkerson

Radial-Visualization-of-Semantic-Embeddings

XGBoost-Tutorial

galenwilkerson.github.io

awesome-llm-powered-agent

Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...

Benfords-Law

A tutorial on how Benford's Law emerges out of multiplicative processes.

Birthday-Paradox-n-other-problems

boost-library

CatHerder-reflective-LLM-code-creator-and-debugger

Simple Code Creator & Debugger using LLM Reflection

Databricks-examples

Flash-Attention-Tutorial

global_cascades

gradient-descent-back-propagation-tutorial

Graph-Neural-Networks-Graph-Attention-Networks

Brief Examples of Graph Neural Networks and Graph Attention Networks

linear-threshold-model-on-network-topologies

Logistic-Regression

simple tutorial on logistic regression

LoRA-Low-Rank-Adaptation

A quick tutorial on LoRA - Low Rank Adaptation for efficient fine tuning of transformers.

LTM-logic-interactive

micro-canonical-model

A simple web implementation of a single instance of the micro-canonical model.

Monty-Hall-Problem

pytorch-tutorial

Recent-Methods-in-Transformers

robustness-in-large-scale-systems

singular-value-decomposition-SVD

Socratic-Learn-Anything

This is a program that interacts with chatGPT to create a Socratic dialog about any topic, gradually building up from basic intuitions.

spaCy-and-NLTK-tutorial

A quick tutorial with examples for text processing.

spark_pyspark_functionality

streaming-LLM-and-online-learning

Transformers-on-Genome-Sequences

VIsualizing-Attention-Matrices

wavelet-transform-modulus-maxima-WTMM-tutorial