Credit-Card-Fraud-Detection-using-Autoencoders-in-Keras

iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transactions data

MIT License

Stars
515
Committers
1
View Code on GitHub Visit Website View on X
Ecosystems: Tensorflow, Keras

Credit Card Fraud Detection using Autoencoders in Keras

Full explanation can be found in this blog post. The source code is compatible with TensorFlow 1.1 and Keras 2.0.4

Hands-On Machine Learning from Scratch

Interested in deeper understanding of Machine Learning algorithms? Implement them in Python from scratch:

Read the book here

Related Projects
AI-Autoencoder-for-HTTP-Log-Anomaly-Detection

AI: Autoencoder for HTTP Log Anomaly Detection

01 Jan 2019 13
TensorFlow-Notebooks

A collection of notebooks with TensorFlow and the Keras API for various deep-learning and machine...

12 Jun 2022 29
mnist-coreml

Simple convolutional neural network to predict handwritten digits using Keras + CoreML for WWDC '...

24 Mar 2018 49
Repo-2017

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

17 Dec 2016 1,191
HumanBehaviorBKU

Abnormal Human Behaviors Detection/ Road Accident Detection From Surveillance Videos/ Real-World ...

08 Jan 2019 157
Handwritten-Digit-Recognition-using-Deep-Learning

Handwritten Digit Recognition using Machine Learning and Deep Learning

01 Jan 2017 221
abnormal_vibrations_watchdog

Time Series Anomaly detection. The monitored signal is made-up of machinery vibration sensor meas...

18 Sep 2020 13
Machine-Learning-Notebooks

15+ Machine/Deep Learning Projects in Ipython Notebooks

16 Dec 2017 104
Deep-Learning-For-Hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (...

24 Apr 2019 1,017
Deep-learning-with-Python

Deep learning codes and projects using Python

03 Jul 2019 335
dlpython_course

Примеры для курса "Программирование глубоких нейронных сетей на Python"

05 Dec 2016 314
mae-scalable-vision-learners

A TensorFlow 2.x implementation of Masked Autoencoders Are Scalable Vision Learners

16 Nov 2021 70
DeepExperiments

TensorFlow/Keras experiments on computer vision and natural language processing

21 Dec 2016 9
MLCC-Keras-Notes

Keras - well documented codes for MLCC session on 19th November, 2018 at CSIR-NISCAIR - New Delhi

17 Nov 2018 6
Action-Recognition-in-TensorFlow

Contains additional materials for two keras.io blog posts.

30 May 2021 10