0.3.1

What's Changed

• "Add Timedelta Support for t_g and t_a Parameters" by @MarekWadinger in #41
• Additional tests and refactoring by @MarekWadinger in #33
• Dev config parse by @MarekWadinger in #37
• Email Credentials Update + Bump River by @MarekWadinger in #42
• FIX: forgotten n_samples comparison by @MarekWadinger in #43
• Build(deps): Bump cryptography from 41.0.4 to 42.0.4 by @dependabot in ..., #49
• ESwA23 revision and materials by @MarekWadinger in #45
• Patch numeric instability and fix evaluate by @MarekWadinger in #46

Full Changelog: 0.3.0...0.3.1

0.3.0

Added

• ConditionalGaussianScorer [2023-07-26]
• Model recovery procedure 86409ea
• Change point adaptation under the hood d33d591
• Multi-topic Support for MQTT 649438c
• Case Study f468413 and Benchmark data 360ae61

Changed

• Build(deps): Bump cryptography from 41.0.3 to 41.0.4 by @dependabot in #29
• Code optimization and hardening by @MarekWadinger in #31
• Update project structure with procedure call convention
  dynamic_signal_limits_service.py → server.py; client.py
  query_signal_limits.py → consumer.py
• Moved all notebooks to examples
• Changed the way dynamic limits are computed (1/3 slower) [2023-07-25]

Full Changelog: 0.2.0...0.3.0

0.2.0

Added

• multivariate detection support
• multivariate_gaussian.ipynb notebook with example of usage.
• encryption of communication

Full Changelog: 0.1.0...0.2.0

v0.1.0

Added

• dynamic_signal_limits_service.py and query_signal_limits.py for online detection and dynamic process limits estimation and querying.
• online_outlier_detection.ipynb notebook with example of usage.
• Doctests and pytests.
• HTML and badges for Reports on code coverage, tests, and linting.
• Publication files for papers and presentations.

Full Changelog: https://github.com/MarekWadinger/online_outlier_detection/commits/0.1.0