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AmberSJones
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pyhydroqc
This software was designed with the purpose of anomaly detection and correction for time series water sensor data. This software was developed using the Logan River Observatory data set.
BSD 3-Clause "New" or "Revised" License
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remove deprecated files
#57
tannerlex
closed
3 years ago
0
Working
#56
AmberSJones
closed
3 years ago
0
fixed metrics errors by refactoring the compare function
#55
tannerlex
closed
3 years ago
0
update README.md
#54
tannerlex
closed
3 years ago
0
removed unnecessary column on compare function. fixed some bugs with …
#53
AmberSJones
closed
3 years ago
0
Adding Functions for Plotting Thresholds and Results
#52
AmberSJones
closed
3 years ago
0
fixed metrics errors by refactoring the compare function
#51
tannerlex
closed
3 years ago
1
added first warning suppression... again
#50
tannerlex
closed
3 years ago
0
minor changes/quick bug fixes to calling modeling workflow functions
#49
tannerlex
closed
3 years ago
0
Working
#48
tannerlex
closed
3 years ago
0
create utilities function for results plot
#47
tannerlex
closed
3 years ago
0
create utilities function for residuals and thresholds plot
#46
tannerlex
closed
3 years ago
0
create a utility function to print metrics
#45
tannerlex
closed
3 years ago
0
fixes for issue # 41 and issue # 42
#44
tannerlex
closed
3 years ago
0
New get_data function retrieves data for list of years.
#43
AmberSJones
closed
3 years ago
0
Use event based metrics instead of data point based metrics
#42
tannerlex
closed
3 years ago
2
event widening factor not being carried through to final analysis
#41
tannerlex
closed
3 years ago
0
anomalies are treated differently from rules based vs model detections
#40
tannerlex
closed
3 years ago
1
fixed bug in threshold functionality by passing residuals as a series
#39
tannerlex
closed
3 years ago
0
Working
#38
tannerlex
closed
3 years ago
0
checking documentation on comments for each function
#37
AmberSJones
closed
3 years ago
0
bug fixes and began warning suppression
#36
tannerlex
closed
3 years ago
0
fixed a bug in set_dynamic_threshold, ARIMA model warning suppression
#35
tannerlex
closed
3 years ago
0
Dynamic Threshold for LSTM + function condensing
#34
AmberSJones
closed
3 years ago
0
Issue #31
#33
tannerlex
closed
3 years ago
0
apply dynamic threshold to LSTM
#32
AmberSJones
closed
3 years ago
0
Set a minimum threshold width
#31
AmberSJones
closed
3 years ago
0
changes due to dynamic threshold function evaluation
#30
tannerlex
closed
3 years ago
0
suppress warnings
#29
AmberSJones
opened
3 years ago
1
move ARIMA functions
#28
AmberSJones
closed
3 years ago
1
combine anomaly detection functions
#27
AmberSJones
closed
3 years ago
0
Add summary options to functions
#26
AmberSJones
closed
3 years ago
0
Review comments for all functions
#25
AmberSJones
closed
3 years ago
0
LSTM Drift/Calibration Detection
#24
AmberSJones
opened
3 years ago
0
Drift correction
#23
AmberSJones
closed
3 years ago
2
Feature based detection
#22
AmberSJones
opened
3 years ago
0
Apply dynamic threshold determination
#21
AmberSJones
closed
3 years ago
2
Create iPython notebook, share to HydroShare
#20
AmberSJones
opened
3 years ago
0
Move repo
#19
AmberSJones
closed
3 years ago
0
Refactor and condense
#18
AmberSJones
closed
3 years ago
0
some small README edits
#17
tannerlex
closed
3 years ago
0
first look at Facebook Prophet
#16
tannerlex
closed
3 years ago
0
added set_dynamic_threshold()
#15
tannerlex
closed
3 years ago
0
Working
#14
AmberSJones
closed
3 years ago
0
Working
#13
tannerlex
closed
3 years ago
0
Adding functionality for rules based anomaly detection and preprocess…
#12
AmberSJones
closed
3 years ago
0
LSTM Bidirectional
#11
AmberSJones
closed
3 years ago
0
Working: Adding LSTM vanilla model and LSTM correct
#10
AmberSJones
closed
3 years ago
0
Fixed ARIMA correction hyperparameter issues by using auto_arima()
#9
tannerlex
closed
3 years ago
0
Added plotting function to ARIMA_correct
#8
AmberSJones
closed
3 years ago
0
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