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mitre
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menelaus
Online and batch-based concept and data drift detection algorithms to monitor and maintain ML performance.
https://menelaus.readthedocs.io/en/latest/
Apache License 2.0
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161 dl detector
#169
951378644
opened
11 months ago
0
167 generic
#168
951378644
opened
11 months ago
1
Add detectors for typical statistical tests/divergences
#167
tms-bananaquit
opened
1 year ago
0
Release experimental NLP code
#166
Anmol-Srivastava
opened
1 year ago
0
Add tests for NLP example
#165
Anmol-Srivastava
opened
1 year ago
0
Improve Documentation of NLP Example
#164
Anmol-Srivastava
opened
1 year ago
0
Implement NLP transforms, KS alarm + detector
#163
Anmol-Srivastava
opened
1 year ago
3
160 psi detector
#162
951378644
opened
1 year ago
1
Create PSI Detector.py
#161
tms-bananaquit
closed
1 year ago
0
Add PSI detector
#160
tms-bananaquit
opened
1 year ago
0
Consistent parameterization w.r.t. updating reference windows
#159
tms-bananaquit
opened
1 year ago
0
Freeze and/or exclude notebooks from sphinx build
#158
tms-bananaquit
opened
1 year ago
0
Update setup.cfg
#157
tms-bananaquit
closed
1 year ago
2
Fix sphinx build for wilds notebook
#156
tms-bananaquit
closed
1 year ago
0
Select `wilds` datasets for NLP tools
#155
Anmol-Srivastava
closed
1 year ago
3
Add example notebook for NLP drift detector(s)
#154
Anmol-Srivastava
opened
1 year ago
1
Add [specific] NLP Drift Detection algorithm
#153
Anmol-Srivastava
opened
1 year ago
0
Design `nlp` submodule and skeleton of drift detection methods
#152
Anmol-Srivastava
opened
1 year ago
5
Select data for benchmarking
#151
Anmol-Srivastava
closed
1 year ago
1
adding documentation for drift injectors
#150
indialindsay
closed
1 year ago
2
DL Drift Detector
#149
indialindsay
opened
1 year ago
0
Fix `LabelProbabilityInjector` data type bug
#148
Anmol-Srivastava
closed
1 year ago
1
Label Dirichlet Injector Issue
#147
951378644
closed
1 year ago
0
Fix Typo in README
#146
Anmol-Srivastava
closed
1 year ago
0
Fix Typo in README
#145
Anmol-Srivastava
closed
1 year ago
0
store kdq-tree test statistic
#144
tms-bananaquit
closed
1 year ago
0
Fix drift labels in make_example_batch_data (?)
#143
tms-bananaquit
opened
1 year ago
0
State / retraining properties for ensemble
#142
Anmol-Srivastava
closed
1 year ago
1
Injection automation
#141
isherax
opened
1 year ago
1
Fix __version__ attribute
#140
tms-bananaquit
closed
1 year ago
1
Placeholder Generalization Issue for Automators
#139
anmol-srivastava-mitre
opened
1 year ago
1
Add `FeatureShiftInjector`
#138
Anmol-Srivastava
closed
1 year ago
0
Add Fundamental Feature Manipulation `Injector`s
#137
anmol-srivastava-mitre
closed
1 year ago
0
`flake8` command hanging?
#136
Anmol-Srivastava
closed
1 year ago
1
Create `Injector` callable classes from functions
#135
Anmol-Srivastava
closed
1 year ago
1
Convert injection functions into callable classes for testing
#134
Anmol-Srivastava
closed
1 year ago
0
Add a convenience function for listing status of each detector in ensembles
#133
tms-bananaquit
closed
1 year ago
2
Comprehensive Example for Drift Injection Methods
#132
Anmol-Srivastava
opened
1 year ago
2
Add LTF-inspired drift injection functions
#131
Anmol-Srivastava
closed
1 year ago
3
Interface to `failingloudly` injection methods?
#130
Anmol-Srivastava
closed
1 year ago
0
Add NN-DVI to README table
#129
Anmol-Srivastava
closed
1 year ago
1
Add basic drift injection methods
#128
Anmol-Srivastava
closed
1 year ago
3
v0.2.0 - merge dev into main
#126
tms-bananaquit
closed
1 year ago
2
Synthetic noise injection for drift detector parameter selection
#125
tms-bananaquit
closed
1 year ago
7
Add fixed NNDVI
#124
Anmol-Srivastava
closed
2 years ago
7
Design synthetic drift utilities
#123
tms-bananaquit
closed
1 year ago
2
Example Normal Data
#122
indialindsay
opened
2 years ago
0
Implementation for DetectA
#121
tms-bananaquit
opened
2 years ago
0
Handling Categorical Data / Validation: switching from np.ndarray -> pd.DataFrame
#120
indialindsay
opened
2 years ago
4
118 dummy out validation
#119
tms-bananaquit
closed
2 years ago
0
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