Tim's repositories
weibull-knowledge-informed-ml
Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).
ml-tool-wear
Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as described in article "Self-Supervised Learning for Tool Wear Monitoring with a Disentangled-Variational-Autoencoder"
compute-canada-hpc
Beginner tutorials and help for using Compute Canada's High Performance Computer. Learn to setup and run a Jupyter Notebook!
Beautiful-Plots
A collection of beautiful plots, and other data visualization stuff.
Manufacturing-Data-Science-with-Python
Data science applied to problems in manufacturing (and some other ML stuff too).
arxiv-code-search
Do authors on arXiv make their code and data available? We're building text mining and machine learning tools to find out!
cdc-birth-data
Analyzing the CDC birth data files with Python. Oh baby!
High-Speed-Datalog
High speed data logging with the STMicroelectronics sensor tile (STEVAL-STWINKT1)
midi-explore
Understanding the inner workings of MIDI files.
100-days-of-sql
Practicing SQL, one day at a time
azure-search-openai-demo
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
blog-snips
Notebooks from my blog, tvhahn.com, so that others try them.
car-insurance-prediction
Car insurance prediction.
hugo-hero-theme
A multi-page Hugo theme with fullscreen hero images and fullwidth sections.
jekyll-theme-chirpy
A minimal, sidebar, responsive web design Jekyll theme that focuses on text presentation.
Learn-Flask-GCP
Learning Flask, with the idea of deploying simple apps on Google Cloud Platform
Machine-Learning-Practice
Machine learning assignments, along with other "practice"
musenet-midi-py
MuseNet MIDI encoder & decoder
scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
stable-diffusion-hpc
Experimenting with the stable-diffusion model on Compute Canada's HPC.
Tool-Wear-Files
Python scripts for processing data from CNC machines.
tsfresh
Automatic extraction of relevant features from time series:
unsolved-murders
Exploring the Washington Post homocide data set.