sguys99

anoGAN

anomaly detection with GAN

deep-learning-models

Keras code and weights files for popular deep learning models.

DGA-1

Code for the 2012 IEEE Transactions on Power Delivery paper on "Statistical Machine Learning and Dissolved Gas Analysis: A Review"

DGA-2

A neural network model implemented in MATLAB to predict various faults in transformers using Dissolved Gas Analysis.

DGA-3

Dissolved Gas Analysis

DL4CVStarterBundle

Edited code examples from the book 'Deep Learning for Computer Vision - Starter Bundle' by Adrian Rosebrock

Fault-detection-and-predictive-analytics-on-Transformer-data

Predictive analytics and model building using python for detecting faults in transformer

GAN-tutorial

GAN의 튜토리얼

ganomaly

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

keras-anomaly-detection

Anomaly detection implemented in Keras

machine-failure-detection

PCA and DBSCAN based anomaly and outlier detection method for time series data.

Machine-learning-templates

ml-project-structure

Basic structure for machine learning projects

multifactor-models

A Survey of Multi-Factor Models

Py-Qt-MVC

Python Model-View-Controller application generator for automating creation of PyQt and PySide applications.

python-ml-structure

a template for my python machine learning projects

PyTrader

파이썬을 이용한 시스템 트레이딩

RUL-Net

Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine

Tensorflow-101

TensorFlow Tutorials

Tensorflow-Project-Template

A best practice for tensorflow project template architecture.