Gholtes

spotify

Reorder Spotify playlists to minimise the differences between songs based on Spotify audio analysis data. This is entirely done on the frontend using the Web API, with no backend required or used.

cyclingNavigationApp

fashionNetworkSims

Interacting agent simulations of fashion trends

Algorithms

Implementations based on the MIT OCW slides and other algorithms and data structures courses.

amazon-sagemaker-tensorflow-object-detection-api

Train and deploy models using TensorFlow 2 with the Object Detection API on Amazon SageMaker

aws-panorama-cli

BasicServices

Analysis of accessibility of basic services in Victoria

dataExploration

automated data exploration with R

docdump

Python package to extract text data from common document file formats

NLP_Doc_Classification

Exploration of Document Classification Techniques: Classifying news articles with CNN, Dense and Logistic models

Best-README-Template

An awesome README template to jumpstart your projects!

bikelanesGISanalysis

Analysis and visualisation of Melbourne's bicycle lane network

BlackDanielSandersReplication

A replication and extension of the paper "The Impact of Economic Conditions on Participation in Disability Programs: Evidence from the Coal Boom and Bust" by DAN BLACK, KERMIT DANIEL, AND SETH SANDERS

Decision-Trees

Exploration of decision trees in R and Python

Gholtes.github.io

Grant Holtes Portfolio Website

Image_Segmentation

General purpose image segmentation (Tensorflow 2, Keras)

Keras-Deep-Dream

An implementation of Deep Dream in Keras, with examples. A bare bones version is also included for ease of understanding

LLM-Knowledge-Engine

Logistic-Regression

mesa

Mesa is an agent-based modeling framework in Python

obsidian-general-vault

py-portfolio-toolkit

recommendation-engines

A collection of recommendation engines and API

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite