tvhahn

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).

Language:PythonMIT122 20

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"

Language:Jupyter NotebookMIT55 3 1

compute-canada-hpc

Beginner tutorials and help for using Compute Canada's High Performance Computer. Learn to setup and run a Jupyter Notebook!

Language:Jupyter NotebookMIT31 20

PyPHM

Machinery data, made easy. Easily download and prepare common industrial datasets.

Language:PythonMIT19 20

Manufacturing-Data-Science-with-Python

Data science applied to problems in manufacturing (and some other ML stuff too).

Language:Jupyter NotebookMIT11 20

Beautiful-Plots

A collection of beautiful plots, and other data visualization stuff.

Language:Jupyter NotebookMIT10 20

PD-Deep

Partial discharge detection, on medium voltage power lines, using deep learning. Project for CISC-867 at Queen's University, Kingston.

Language:Jupyter Notebook8 20

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!

Language:Jupyter NotebookMIT5 10

tspipe

Language:PythonMIT4 10

cdc-birth-data

Analyzing the CDC birth data files with Python. Oh baby!

Language:Jupyter NotebookMIT2 10

High-Speed-Datalog

High speed data logging with the STMicroelectronics sensor tile (STEVAL-STWINKT1)

Language:Jupyter NotebookNOASSERTION1 20

midi-explore

Understanding the inner workings of MIDI files.

Language:Jupyter NotebookMIT1 20

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)

Language:PythonGPL-3.0020

100-days-of-sql

Practicing SQL, one day at a time

Language:Jupyter NotebookMIT010

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.

Language:PythonMIT000