tvhahn
Always building. Always learning. Manufacturing, data science, and ML.
Queen's UniversityVancouver, BC
Pinned Repositories
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!
Beautiful-Plots
A collection of beautiful plots, and other data visualization stuff.
compute-canada-hpc
Beginner tutorials and help for using Compute Canada's High Performance Computer. Learn to setup and run a Jupyter Notebook!
EarthGAN
Can we visualize a large scientific data set with a surrogate model? We're building a GAN for the Earth's Mantle Convection data set to see if we can! (Work presented at IEEE VIS 2021)
Manufacturing-Data-Science-with-Python
Data science applied to problems in manufacturing (and some other ML stuff too).
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"
PD-Deep
Partial discharge detection, on medium voltage power lines, using deep learning. Project for CISC-867 at Queen's University, Kingston.
PyPHM
Machinery data, made easy. Easily download and prepare common industrial datasets.
tspipe
weibull-knowledge-informed-ml
Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).
tvhahn's Repositories
tvhahn/weibull-knowledge-informed-ml
Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).
tvhahn/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"
tvhahn/compute-canada-hpc
Beginner tutorials and help for using Compute Canada's High Performance Computer. Learn to setup and run a Jupyter Notebook!
tvhahn/PyPHM
Machinery data, made easy. Easily download and prepare common industrial datasets.
tvhahn/Beautiful-Plots
A collection of beautiful plots, and other data visualization stuff.
tvhahn/Manufacturing-Data-Science-with-Python
Data science applied to problems in manufacturing (and some other ML stuff too).
tvhahn/PD-Deep
Partial discharge detection, on medium voltage power lines, using deep learning. Project for CISC-867 at Queen's University, Kingston.
tvhahn/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!
tvhahn/tspipe
tvhahn/cdc-birth-data
Analyzing the CDC birth data files with Python. Oh baby!
tvhahn/car-insurance-prediction
Car insurance prediction.
tvhahn/High-Speed-Datalog
High speed data logging with the STMicroelectronics sensor tile (STEVAL-STWINKT1)
tvhahn/midi-explore
Understanding the inner workings of MIDI files.
tvhahn/tsfresh
Automatic extraction of relevant features from time series:
tvhahn/EarthGAN
Can we visualize a large scientific data set with a surrogate model? We're building a GAN for the Earth's Mantle Convection data set to see if we can! (Work presented at IEEE VIS 2021)
tvhahn/100-days-of-sql
Practicing SQL, one day at a time
tvhahn/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.
tvhahn/blog-snips
Notebooks from my blog, tvhahn.com, so that others try them.
tvhahn/dotai_test
tvhahn/hugo-hero-theme
A multi-page Hugo theme with fullscreen hero images and fullwidth sections.
tvhahn/jekyll-theme-chirpy
A minimal, sidebar, responsive web design Jekyll theme that focuses on text presentation.
tvhahn/Learn-Flask-GCP
Learning Flask, with the idea of deploying simple apps on Google Cloud Platform
tvhahn/LibreChat
Enhanced ChatGPT Clone: Features Agents, DeepSeek, Anthropic, AWS, OpenAI, Assistants API, Azure, Groq, o1, GPT-4o, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active project.
tvhahn/map2map
A neural network emulator to transform field data
tvhahn/musenet-midi-py
MuseNet MIDI encoder & decoder
tvhahn/object_tracking
tvhahn/Performance-RNN-PyTorch
tvhahn/scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
tvhahn/stable-diffusion-hpc
Experimenting with the stable-diffusion model on Compute Canada's HPC.
tvhahn/unsolved-murders
Exploring the Washington Post homocide data set.