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Anomoly detection benchmark #62

Merged
merged 120 commits into from
Sep 4, 2024
Merged

Anomoly detection benchmark #62

merged 120 commits into from
Sep 4, 2024

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jacc3
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@jacc3 jacc3 commented Mar 26, 2024 •
edited by myerspat
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PR Description

Refer to benchmark notebook and docstring of pyMAISE.datasets.load_anomaly to get an understanding of the benchmark.

What changes were made?

  • Followed pyMAISE create your own docs for DTL anomaly detection data.

Reviewers: @myerspat

@jacc3 jacc3 self-assigned this Mar 26, 2024
@jacc3 jacc3 marked this pull request as draft March 26, 2024 16:13
jacc3 and others added 27 commits March 26, 2024 20:48
@jacc3
Added column labels for anomaly input and output
d4e42f5
@jacc3
Added column labels for anomaly input and output, reran
ed62416
@jacc3
deleted turning fault/run to 0's and 1's, messed with one hot
cd84189
@jacc3
what I changed
dfac9b5
@jacc3
One hot added to Anomaly, started testing split sequence
01e1f10
@myerspat
removed tensorflow session creation
349076b
@myerspat
testing keras version
4056ddb
@jacc3
xarray shapes are good, 4/6 one hots working
d202912
@jacc3
Merge branch 'anomoly' of github.com:myerspat/pyMAISE into anomoly
24eccc5
@jacc3
fixing push
0892e20
@myerspat
up to split sequence
99b86a5
@jacc3
cleaned up Anomaly and added basic LSTM that is taking forever
cb3b837
@jacc3
basic LSTM
44c3183
@jacc3
benchmark anomoly performance
fecf502
@jacc3
Model build and hyperparameter tuning with ERRORS_
0e812b2
@jacc3
Model build and hyperparameter tuning with ERRORS_
9fadd94
@jacc3
fai l Model build and hyperparameter tuning with ERRORS_
af99430
@jacc3
basic hyperparameter tuning
226685b
@jacc3
basic hyperparameter tuning updates
a6d2fa7
@jacc3
compiler accuracy and binary classification updates
4a5c85e
@jacc3
compiler accuracy and binary classification updates for all timesteps
f646917
@jacc3
compiler accuracy and binary classification updates for all timesteps
95e59cc
@jacc3
proper activation functions
152d849
@jacc3
bs, epoch, cv changes
1ec3faa
@jacc3
post processing but confusion matricies
e3557a9
@jacc3
Minor conf. matrix progress
45d019f
@jacc3
confusion matrix fx working outside of pyMAISE
da541de
jacc3 and others added 26 commits June 15, 2024 18:52
@jacc3
added all text except getting pymaise logo
dc49e1a
@jacc3
this should now be done. moving to 2d now
43cf1d5
@jacc3
started text changing
3ee1328
@jacc3
bc2 convergence image
4d9b4a4
@jacc3
bc2 frequency image
b21a6a5
@jacc3
copied logo into this filepath for consistancy
25462df
@jacc3
changed max trials
e12951d
@jacc3
new pkl run
e45185c
@jacc3
error_ messages for shaping on 2d post run. Fixed convergence graph e…
96623ad 
…rror_
@jacc3
final 3d run
7925945
@jacc3
image1
f5ad530
@jacc3
image1
ae4833b
@jacc3
final 3d pickle run
2abfa07
@jacc3
faile.d run, shaping in binary_case_1.py
edf6c68
@jacc3
fixed comments at top
b599687
@jacc3
changed pickle file to correct one. Shaping error
d2d5137
@jacc3
10 epoch run
541950a
@jacc3
30 epoch run
270b32c
@jacc3
final run, pre comment. saving for backup
bfae051
@jacc3
cleaned up comments. need confusion matrix functio n to for final run
f4e8bce
@myerspat
merge with develop
26cd63e
@myerspat
updated anomaly benchmark
73cc786
@myerspat
add large file measure back
56fcae4
@myerspat
documentation
9536db3
@myerspat
capacitor scheme
005430a
@myerspat
restore precommit
48d0d93
@myerspat myerspat marked this pull request as ready for review September 4, 2024 16:47
@myerspat myerspat dismissed their stale review September 4, 2024 16:47

Out dated

@myerspat myerspat merged commit 3d6e820 into develop Sep 4, 2024
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@jacc3 @myerspat