🛠️
crunching data
Always building. Always learning. Manufacturing, data science, and ML.
- Vancouver, BC
- tvhahn.com
- @timothyvh
Highlights
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weibull-knowledge-informed-ml
weibull-knowledge-informed-ml PublicUsing knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).
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ml-tool-wear
ml-tool-wear PublicAnomaly 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…
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arxiv-code-search
arxiv-code-search PublicDo authors on arXiv make their code and data available? We're building text mining and machine learning tools to find out!
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EarthGAN
EarthGAN PublicCan 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)
Python
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Beautiful-Plots
Beautiful-Plots PublicA collection of beautiful plots, and other data visualization stuff.
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