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STUMPY: A Powerful and Scalable Python Library for Time Series
STUMPY is a powerful and scalable Python library for computing a Matrix Profile, which can be used for a variety of time series data mining tasks.
time-series anomaly-detection pattern-matching matrix-profile
How to Know When Machine Learning Does Not Now
It is becoming increasingly important to understand how a prediction made by a Machine Learning model is informed by its training data.
adversarial-learning interpretability uncertainty adversarial-examples
Generalized Zero & Few-Shot Transfer for Facial Forgery Detection
Deep Distribution Transfer (DDT), a new transfer learning approach to address the problem of zero and few-shot transfer in the context of facial forgery.
zero-shot-learning few-shot-learning facial-forgery-detection fraud-detection
Generative Adversarial Networks for Outlier Detection
PyTorch implementation of a GAN architecture for the problem of outlier detection.
generative-adversarial-networks outlier-detection pytorch anomaly-detection
Deep Learning for Anomaly Detection: A Survey
We present a structured and comprehensive review of research methods in deep anomaly detection (DAD).
anomaly-detection survey research tutorial
Anomaly Detection for Dummies
Unsupervised anomaly detection for univariate & multivariate data.
anomaly-detection outlier-detection unsupervised-learning univariate
Anomaly detection with Keras, TensorFlow, and Deep Learning
Perform anomaly detection in your own image datasets using deep learning.
anomaly-detection tensorflow keras deep-learning
Anomaly Detection with Autoencoder in TensorFlow 2.0
How to implement a Deep Neural Network Model for Anomaly Detection in TensorFlow 2.0.
anomaly-detection autoencoders fraud-detection finance
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