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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
Top “Applied Data Science” Papers from ECML-PKDD 2020
Explore the innovative world of Machine Learning with these inspiring Applied Data Science papers from this year’s ECML-PKDD 2020 Conference!
machine-learning data-science deep-learning transportation
Intro to Autoencoders
This tutorial introduces autoencoders with three examples: the basics, image denoising, and anomaly detection.
autoencoders anomaly-detection time-series denoising
Anomaly Detection Toolkit (ADTK)
A Python toolkit for rule-based/unsupervised anomaly detection in time series
anomaly-detection time-series unsupervised-learning library
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
Jepto - Digital Marketing Analytics
KPI Prediction and Anomaly Detection of digital marketing data for both technical and non-technical marketers and business owners.
time-series-forecasting anomaly-detection time-series article
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