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1. weibull-knowledge-informed-ml weibull-knowledge-informed-ml Public

   Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).

   Python 142 41

2. ml-tool-wear ml-tool-wear Public

   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…

   Jupyter Notebook 62 24

3. arxiv-code-search arxiv-code-search Public

   Do authors on arXiv make their code and data available? We're building text mining and machine learning tools to find out!

   Jupyter Notebook 6 3

4. EarthGAN EarthGAN Public

   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)

   Python

5. Beautiful-Plots Beautiful-Plots Public

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

   Jupyter Notebook 15 1

6. PyPHM PyPHM Public

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

   Python 24 4