yzhao062 / pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques
http://pyod.readthedocs.io
BSD 2-Clause "Simplified" License
8.61k stars 1.37k forks source link

add devnet algorithm #586

Closed Yeechin-is-here closed 4 months ago

Yeechin-is-here commented 5 months ago

All Submissions Basics:

All Submissions Cores:

New Model Submissions:

coveralls commented 5 months ago

Pull Request Test Coverage Report for Build 9533554396

Details


Changes Missing Coverage Covered Lines Changed/Added Lines %
pyod/models/devnet.py 0 214 0.0%
<!-- Total: 0 214 0.0% -->
Totals Coverage Status
Change from base Build 9457434073: -2.0%
Covered Lines: 9394
Relevant Lines: 10215

💛 - Coveralls
coveralls commented 5 months ago

Pull Request Test Coverage Report for Build 9556163219

Warning: This coverage report may be inaccurate.

This pull request's base commit is no longer the HEAD commit of its target branch. This means it includes changes from outside the original pull request, including, potentially, unrelated coverage changes.

Details


Changes Missing Coverage Covered Lines Changed/Added Lines %
pyod/test/test_devnet.py 82 83 98.8%
pyod/models/devnet.py 153 214 71.5%
<!-- Total: 235 297 79.12% -->
Files with Coverage Reduction New Missed Lines %
pyod/test/test_dif.py 1 98.84%
pyod/models/deep_svdd.py 1 99.25%
pyod/test/test_auto_encoder.py 1 98.75%
pyod/test/test_torch_utility.py 1 99.16%
pyod/test/test_vae.py 2 97.5%
pyod/test/test_base_dl.py 3 96.64%
pyod/models/base_dl.py 7 94.93%
<!-- Total: 16 -->
Totals Coverage Status
Change from base Build 9457434073: -0.3%
Covered Lines: 9577
Relevant Lines: 10225

💛 - Coveralls
coveralls commented 5 months ago

Pull Request Test Coverage Report for Build 9556515395

Warning: This coverage report may be inaccurate.

This pull request's base commit is no longer the HEAD commit of its target branch. This means it includes changes from outside the original pull request, including, potentially, unrelated coverage changes.

Details


Changes Missing Coverage Covered Lines Changed/Added Lines %
pyod/test/test_devnet.py 82 83 98.8%
pyod/models/devnet.py 153 214 71.5%
<!-- Total: 235 297 79.12% -->
Files with Coverage Reduction New Missed Lines %
pyod/test/test_dif.py 1 98.84%
pyod/models/deep_svdd.py 1 99.25%
pyod/test/test_auto_encoder.py 1 98.75%
pyod/test/test_torch_utility.py 1 99.16%
pyod/test/test_vae.py 2 97.5%
pyod/test/test_base_dl.py 3 96.64%
pyod/models/base_dl.py 7 94.93%
<!-- Total: 16 -->
Totals Coverage Status
Change from base Build 9457434073: -0.3%
Covered Lines: 9577
Relevant Lines: 10225

💛 - Coveralls