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anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

awesome-industrial-machine-datasets

bylaws

cookbook

The Data Engineering Cookbook

deploying-machine-learning-models

Code for the online course "Deployment of Machine Learning Models"

gitignore

A collection of useful .gitignore templates

missingdataimputation

A Workshop at Insight NYC on Missing Data

movies

Second Springboard Capstone Project: A Movie Recommender

mwo2kg-and-echidna

Source code for MWO2KG and Echidna: Constructing and Exploring Knowledge Graphs from Maintenance Data

numpy-100

100 numpy exercises (with solutions)

phm_public_data

A collection of publicly available datasets related to PHM and predictive maintenance

prog_models

Prognostics Models Package

reliability

reliability engineering toolkit for python

resume-latex-orbit-cv

A LaTeX class for Résumés / CVs, based on the Orbit theme for Hugo

starter-web

Simple starting point website project based upon Initializr

telemanom

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

transferlearningtimeseries

Transfer Learning for Time Series Prediction Task

weibull

Weibull analysis, test design, and some Weibayes functionality for Python3.5+

zero_to_deep_learning_video

Repository for the Zero to Deep Learning® Video Course