Netdata Alternatives

• zstd

  2 13,801 9.7 C

  Zstandard - Fast real-time compression algorithm

• awesome-TS-anomaly-detection

  1 1,566 3.4

  List of tools & datasets for anomaly detection on time-series data.

• NAB

  1 1,310 1.3 Jupyter Notebook

  The Numenta Anomaly Benchmark

• A3

  1 3 1.0 Python

  Inspired by recent advances in coverage-guided analysis of neural networks, we propose a novel anomaly detection method. We show that the hidden activation values contain information useful to distinguish between normal and anomalous samples. Our approach combines three neural networks in a purely data-driven end-to-end model. Based on the activation values in the target network, the alarm network decides if the given sample is normal. Thanks to the anomaly network, our method even works in stri