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0.1.6 - 2021-02-08

This version introduces two new pipelines: LSTM AE and Dense AE. In addition to minor improvements, a bit of code refactoring took place to introduce a new primtive: reconstruction_errors.

Issues resolved

  • Comparison of DTW library performance - Issue #205 by @sarahmish
  • Not able to pickle dump tadgan pipeline - Issue #200 by @sarahmish
  • New pipeline LSTM and Dense autoencoders - Issue #194 by @sarahmish
  • Readme - Issue #192 by @pvk-developer
  • Unable to launch cli - Issue #186 by @sarahmish
  • bullet points not formatted correctly in index.rst - Issue #178 by @micahjsmith
  • Update notebooks - Issue #176 by @sarahmish
  • Inaccuracy in README.md file in orion/evaluation/ - Issue #157 by @sarahmish
  • Dockerfile -- docker does not find orion primitives automatically - Issue #155 by @sarahmish
  • Primitive documentation - Issue #151 by @sarahmish
  • Variable name inconsistency in tadgan - Issue #150 by @sarahmish
  • Sync leaderboard tables between BENCHMARK.md and the docs - Issue #148 by @sarahmish

0.1.5 - 2020-12-25

This version includes the new style of documentation and a revamp of the README.md. In addition to some minor improvements in the benchmark code and primitives. This release includes the transfer of tadgan pipeline to verified.

Issues resolved

  • Link with google colab - Issue #144 by @sarahmish
  • Add timeseries_anomalies unittests - Issue #136 by @sarahmish
  • Update find_sequences in converting series to arrays - Issue #135 by @sarahmish
  • Definition of error/critic smooth window in score anomalies primitive - Issue #132 by @sarahmish
  • Train-test split in benchmark enhancement - Issue #130 by @sarahmish

0.1.4 - 2020-10-16

Minor enhancements to benchmark

  • Load ground truth before try-catch - Issue #124 by @sarahmish
  • Converting timestamp to datetime in Azure primitive - Issue #123 by @sarahmish
  • Benchmark exceptions - Issue #120 by @sarahmish

0.1.3 - 2020-09-29

New benchmark and Azure primitive.

  • Implement a benchmarking function new feature - Issue #94 by @sarahmish
  • Add azure anomaly detection as primitive new feature - Issue #97 by @sarahmish
  • Critic and reconstruction error combination - Issue #99 by @sarahmish
  • Fixed threshold for find_anomalies - Issue #101 by @sarahmish
  • Add an option to have window size and window step size as percentages of error size - Issue #102 by @sarahmish
  • Organize pipelines into verified and sandbox - Issue #105 by @sarahmish
  • Ground truth parameter name enhancement - Issue #114 by @sarahmish
  • Add benchmark dataset list and parameters to s3 bucket enhancement - Issue #118 by @sarahmish

0.1.2 - 2020-07-03

New Evaluation sub-package and refactor TadGAN.

  • Two bugs when saving signalrun if there is no event detected - Issue #92 by @dyuliu 
  • File encoding/decoding issues about README.md and HISTORY.md - Issue #88 by @dyuliu
  • Fix bottle neck of score_anomaly in Cyclegan primitive - Issue #86 by @dyuliu
  • Adjust epoch meaning in Cyclegan primitive - Issue #85 by @sarahmish
  • Rename evaluation to benchmark and metrics to evaluation - Issue #83 by @sarahmish
  • Scoring function for intervals of size one - Issue #76 by @sarahmish

0.1.1 - 2020-05-11

New class and function based interfaces.

  • Implement the Orion Class - Issue #79 by @csala
  • Implement new functional interface - Issue #80 by @csala

0.1.0 - 2020-04-23

First Orion release to PyPI: https://pypi.org/project/orion-ml/