Diego Moreno's repositories
bearing-fault-detection
Improving on NASA's work with induction motor bearing fault detection using RNN-powered smart sensors.
DL-based-Intelligent-Diagnosis-Benchmark
Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
ieee-phm-2012-data-challenge-dataset
Dataset that was used during the IEEE PHM 2012 Data Challenge, built by the FEMTO-ST Institute
limdu
Machine-learning for Node.js
lstm
Minimal, clean example of lstm neural network training in python, for learning purposes.
MachineLearningSamples-DeepLearningforPredictiveMaintenance
MachineLearningSamples-DeepLearningforPredictiveMaintenance
MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
ml-coursera-python-assignments
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
Modbus-Custom-Device-v2
***THIS IS STILL IN DEVELOPMENT*** TCP and Serial Master for communicating over the Modbus protocol.
pandas-cookbook
Recipes for using Python's pandas library
RollingElementBearingFaultDiagnosis-Data
Data set for Rolling Element Bearing Fault Diagnosis example in Predictive Maintenance Toolbox
Rotating-machine-fault-data-set
Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)
Time-series---deep-learning---state-of-the-art
Scientific time series and deep learning state of the art
tinyml-example-anomaly-detection
TinyML example showing how to do anomaly detection with Python and Arduino
tsmoothie
A python library for time-series smoothing and outlier detection in a vectorized way.