A tool for detecting anomalies in time series data
Project description
- Info:
Paper draft link will be posted here
- Author:
Drew Vlasnik, Ishanu Chattopadhyay
- Laboratory:
The Laboratory for Zero Knowledge Discovery, The University of Chicago https://zed.uchicago.edu
- Description:
Discovery of emergent anomalies in data streams without explicit prior models of correct or aberrant behavior, based on the modeling of ergodic, quasi-stationary finite valued processes as probabilistic finite state automata (PFSA).
- Documentation:
Installation:
pip install patternly --user -UUsage:
See examples.
from patternly.detection import AnomalyDetection, StreamingDetectionRelease history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
patternly-0.0.23.tar.gz
(9.2 kB
view details)
Built Distribution
File details
Details for the file patternly-0.0.23.tar.gz.
File metadata
- Download URL: patternly-0.0.23.tar.gz
- Upload date:
- Size: 9.2 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.4.1 importlib_metadata/4.6.1 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.61.2 CPython/3.9.6
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | a2b08fd35b145a7011dd3570f352a0ea7aa7b5eacc525378eb3e765248e2a8a5 |
|
| MD5 | 95d1e42c5d7bc44ff8f59388e926d1e7 |
|
| BLAKE2b-256 | 7fe4052b5df8b6ef2a4f37f5555870251238aba1ec4d199a8a9a26de6d394c30 |
File details
Details for the file patternly-0.0.23-py3-none-any.whl.
File metadata
- Download URL: patternly-0.0.23-py3-none-any.whl
- Upload date:
- Size: 9.7 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.4.1 importlib_metadata/4.6.1 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.61.2 CPython/3.9.6
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 61431f9666450b41df81d8d91f352fa6c626c062847124be187db27e8e516959 |
|
| MD5 | 0b1c69672e45c3857402e5e1f7b185e3 |
|
| BLAKE2b-256 | 99df963f125531929b126d0a98042e060d18e785b1c738da97cb3e0cb8eef69a |
