time-series-anomaly-detection
Tracked open-source repos tagged time-series-anomaly-detection, sorted by stars.
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Repos created in the last 90 days, tagged time-series-anomaly-detection.
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- #1
A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.
★ 9,978+0Star change over the last 7 days - #2
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER
★ 2,503+0Star change over the last 7 days - #3★ 1,440+0Star change over the last 7 days
- #4
[TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)
★ 864+1Star change over the last 7 days - #5
MOMENT: A Family of Open Time-series Foundation Models, ICML'24
★ 835-1Star change over the last 7 days - #6
Awesome Easy-to-Use Deep Time Series Modeling based on PaddlePaddle, including comprehensive functionality modules like TSDataset, Analysis, Transform, Models, AutoTS, and Ensemble, etc., supporting versatile tasks like time series forecasting, representation learning, and anomaly detection, etc., featured with quick tracking of SOTA deep models.
★ 547+0Star change over the last 7 days