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KitNET is a lightweight online anomaly detection algorithm, which uses an ensemble of autoencoders.
An open-source, low-code machine learning library in Python
Anomaly detection related books, papers, videos, and toolboxes
A python library for user-friendly forecasting and anomaly detection on time series.
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
Merlion: A Machine Learning Framework for Time Series Intelligence
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
STUMPY is a powerful and scalable Python library for modern time series analysis
This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
List of tools & datasets for anomaly detection on time-series data.