https://github.com/rajagurunath/rl-for-anomaly
https://github.com/rajagurunath/rl-for-anomaly
anomalydetection reinforcement-learning
Last synced: 3 months ago
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- Host: GitHub
- URL: https://github.com/rajagurunath/rl-for-anomaly
- Owner: rajagurunath
- Created: 2019-01-15T11:40:24.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2019-12-21T15:21:15.000Z (over 6 years ago)
- Last Synced: 2025-01-08T18:25:55.616Z (over 1 year ago)
- Topics: anomalydetection, reinforcement-learning
- Language: Python
- Size: 5.36 MB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# RL-for-Anomaly
This Repo contains some Poc level code snippets to train the time series anomaly detection using
Reinforcement learnning Algorithms
There is lot be added in this space
TODO:
Have a Generic Time series Dashboard to Annotate anomalies for the Given data
- Use some learning technique to speed up the labelling (manual-labour intensive process)
- Collect the labelled anomaly detection as separate dataset which is able to combine with rest of the
features used to train ML models
- Speed up the label function by also using clustering/statistical /distance measure to aid with the
Human Oracle to flag an anomaly