stumpy
anomstack
| stumpy | anomstack | |
|---|---|---|
| 6 | 2 | |
| 2,998 | 82 | |
| 1.1% | - | |
| 7.9 | 9.7 | |
| about 1 month ago | about 1 month ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | MIT License |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
stumpy
- Stumpy: Matrix profile time series analysis
-
Time Series Analysis for air pollution data not aligned [R] [P]
Have you tried using STUMPY (https://github.com/TDAmeritrade/stumpy)?
- [D] STUMPY v1.11.0 Released for Modern Time Series Analysis
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[D][R] Clustering techniques for time series - MSc thesis
Haven't used it before, but I've seen a few powerpoints on https://github.com/TDAmeritrade/stumpy.
- Looking for a simple Time Series model for predicting stock prices
anomstack
What are some alternatives?
pyod - A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
Merlion - Merlion: A Machine Learning Framework for Time Series Intelligence
pycrown - PyCrown - Fast raster-based individual tree segmentation for LiDAR data
flow-forecast - Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
awesome-time-series - Resources for working with time series and sequence data
kafkaml-anomaly-detection - Project for real-time anomaly detection using Kafka and python
anomaly-detection-resources - Anomaly detection related books, papers, videos, and toolboxes
dotmotif - A performant, powerful query framework to search for network motifs
anomalib - An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
luminol - Anomaly Detection and Correlation library
darts - A python library for user-friendly forecasting and anomaly detection on time series.