tvhahn/PyPHM

Stars
18
Rank 1,208,065 (Top 24 %)
Language
Python
License
MIT License
Created almost 3 years ago
Updated 10 months ago

tvhahn/PyPHM

tvhahn

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

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"

Jupyter Notebook

compute-canada-hpc

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

Jupyter Notebook

Manufacturing-Data-Science-with-Python

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

Jupyter Notebook

Beautiful-Plots

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

Jupyter Notebook

PD-Deep

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

Jupyter Notebook

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!

Jupyter Notebook

tspipe

anomaly-pyconca

Anomaly Detection in the Wild -- presentation and notebook for PyCon Canada 2019

Jupyter Notebook

cdc-birth-data

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

Jupyter Notebook

midi-explore

Understanding the inner workings of MIDI files.

Jupyter Notebook

High-Speed-Datalog

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

Jupyter Notebook