AICoE prometheus-anomaly-detector issues

AICoE / prometheus-anomaly-detector

A newer more updated version of the prometheus anomaly detector (https://github.com/AICoE/prometheus-anomaly-detector-legacy)

GNU General Public License v3.0

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issues

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Add README

#54 hemajv closed 5 years ago
0
Create .zuul.yaml

#53 4n4nd closed 5 years ago
0
Refactor Makefile and oc templates for updated configuration

#52 4n4nd closed 5 years ago
0
Run model training and metrics exporting in two different containers

#51 4n4nd closed 5 years ago
1
async is not good enough we need to multi thread/process it

#50 4n4nd closed 5 years ago
4
Add validation checks for metric_start_time and end_time

#49 4n4nd closed 3 years ago
4
Can improve the use of documentation

#48 mdzz9527 closed 5 years ago
1
Add mlflow tracking uri

#47 hemajv closed 5 years ago
2
Fixed notebook for updated prom api

#46 MichaelClifford closed 5 years ago
1
Update prometheus-api usage in app.py

#45 4n4nd closed 5 years ago
0
Update test_model.py to use new env vars

#44 4n4nd closed 5 years ago
0
Make MetricPredictor and abstract class for other models to inherit from

#43 MichaelClifford closed 3 years ago
4
Extra metric data should not be required to train a model.

#42 4n4nd closed 5 years ago
0
test_model should have ability to use local dataset

#41 MichaelClifford closed 3 years ago
4
Added aggregated metrics

#40 MichaelClifford closed 5 years ago
0
Fix the metric var being logged

#39 hemajv closed 5 years ago
2
Log aggregated performance metrics to MLFlow

#38 MichaelClifford closed 5 years ago
2
Fourier model outputs only forecasted values

#37 MichaelClifford closed 5 years ago
0
Fourier model not working with test_model

#36 MichaelClifford closed 5 years ago
0
Change how data range input is taken

#35 4n4nd closed 5 years ago
1
test_model should give the user ability to define date and time of testing interval

#34 MichaelClifford closed 3 years ago
11
Add mlflow metrics

#33 hemajv closed 5 years ago
1
test_model should log number of anomalies in data set to MLflow

#32 MichaelClifford closed 5 years ago
1
Read metrics from files using rxpy [WIP]

#31 hemajv closed 4 years ago
0
Add oc templates for the test mode

#30 4n4nd closed 5 years ago
0
Delete metric.py

#29 4n4nd closed 5 years ago
0
Use the Metric class from prometheus-api-client instead of the local …

#28 4n4nd closed 5 years ago
0
Change initial run to be trained on a full data-window sized dataframe

#27 4n4nd closed 5 years ago
0
Add a test_model.py script to test a given model on historical data

#26 4n4nd closed 5 years ago
0
added model testing notebook

#25 MichaelClifford closed 5 years ago
2
Update metric.py

#24 4n4nd closed 5 years ago
0
Handle errors where the metric the model was being trained on is no longer available

#23 4n4nd closed 3 years ago
4
Add a readiness probe to the deployment template

#22 4n4nd closed 5 years ago
0
Add a separate broadcasted time series for detected anomalies

#21 4n4nd closed 5 years ago
0
Weighted average to calculate bounds

#20 4n4nd closed 5 years ago
0
create tests

#19 durandom closed 3 years ago
4
Stream metrics in using rx-py

#18 4n4nd closed 3 years ago
4
publish all columns in the prediction

#17 4n4nd closed 5 years ago
0
Add a new separate metric for detected anomaly

#16 4n4nd closed 5 years ago
1
Fourier model bounds problem

#15 4n4nd closed 5 years ago
0
Update README.md

#14 4n4nd closed 5 years ago
0
Fix bug where model only predicted for the next 15 mins

#13 4n4nd closed 5 years ago
1
Update repo in oc template and add new feature flags to it as well

#12 4n4nd closed 5 years ago
0
log an error when the metric is not found on prometheus

#11 4n4nd closed 3 years ago
4
Fix the potential memory bloats

#10 4n4nd closed 5 years ago
0
Something similar but to find co-relation between multiple metrics

#9 4n4nd closed 3 years ago
5
Remove unused functions/variables

#8 hemajv closed 5 years ago
1
updated parameters for fourier model

#7 MichaelClifford closed 5 years ago
1
Add anomaly_detector.py [WIP]

#6 hemajv closed 5 years ago
0
add fourier model

#5 MichaelClifford closed 5 years ago
0

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