Feature/AR unit test#44
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bugs: force a 2-D vector to a scalar when assigning the updated values in online AR and BAR This PR also initialize the unit test for online AR and BAR
van-dai-vuong
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Jun 16, 2025
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@zhanwen-xin I run the unit test successfully. |
jamesgoulet
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Jun 16, 2025
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commit 74ca1708d43b1997483c906fb86cc91433c1c6b8
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu Jan 15 14:14:07 2026 -0500
update gitignore data
commit 4c64fb0201f18e48b057774c5bd1e44060b0b61b
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu Jan 15 14:10:39 2026 -0500
update gitignore
commit 7b5efa4472a9baabf7a2dff2e82c197068e1a559
Merge: 3c4d4ee bc6764f
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Jan 14 16:23:58 2026 -0500
Merge pull request #66 from Bayes-Works/bugfix/docs
bugfix/docs
commit bc6764f6edccecfd7e6ffa0531fcf02b2c4ec0f6
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Jan 14 16:17:27 2026 -0500
add files
commit 3c4d4ee81bcf50135ae09bb0c53e658b8522b56c
Merge: 46039c3 d1b4b5a
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Jan 14 15:56:36 2026 -0500
Merge pull request #65 from Bayes-Works/feature/intervention
Feature/intervention duplicate
commit d1b4b5a44a83f8ba03ba8f15219431e4e04bb41b
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri Jan 9 15:48:43 2026 -0500
bugfix add 2 interv states
commit e1c435d96fc79df2ca168b4d7efc74d908dcd924
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Jan 7 14:40:10 2026 -0500
skf intervention
commit 784c4aadc59e8b13bf133b84fac0a8687b2f1cc5
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Jan 7 13:12:18 2026 -0500
add docs
commit 075fd3817e8f843575303ac748c79eebcee28f75
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Jan 6 14:16:33 2026 -0500
extra state for intervention
commit b774a0f665f2ca5255d7126e5cc09f57882e7e7f
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jan 5 15:28:11 2026 -0500
explicit intervention
commit 46039c354648046ba95bf54d4553171eccb2c91a
Merge: edc4f5a 2501314
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Jan 6 14:20:58 2026 -0500
Merge pull request #62 from Bayes-Works/bugfix/plot_states_two_periodic
bugfix/plot_states_2_periodic_components
commit 2501314a84cafed967985f065c8218adb8786ea1
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Jan 6 14:17:43 2026 -0500
Delete filter_nolstm_test.py
commit 341f64ad52491fc63458823e0359b2a7c782d5c8
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jan 5 10:54:43 2026 -0500
Update test_slstm_infer_len.py
commit 77e06cc770a4bbfbe2d9ab17e1de3e086ad28bbe
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jan 5 10:49:16 2026 -0500
Update data_visualization.py
commit 77206833d785bb4aae26fe0a66e5cfa9d6d2322b
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jan 5 10:41:35 2026 -0500
bugfix plot 2 periodic component
commit edc4f5a883ee36127e4dd5e1bad5b9bffbdd203c
Merge: 2553acf c0d95b9
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu Dec 18 10:08:47 2025 -0500
Merge pull request #61 from Bayes-Works/release/v0.2.4
Release/v0.2.4
commit c0d95b9369b290442fa4654fbe91e6bd13b488a0
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Dec 17 11:55:15 2025 -0500
add saved folders
commit b31be7babb27c01f9d5bc4cc8abe2873a60ecdc7
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Dec 16 14:19:26 2025 -0500
update benchmark script
commit 2037f5e4e572311a55ae2b8ca16785df2f04c4b1
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Dec 16 14:16:30 2025 -0500
update benchmark
commit 5db5a85b11c0e21b9830bd326f92d7ff8e35c083
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Dec 16 13:42:23 2025 -0500
gitignore for docs/_build
commit 791bb8265911cb5324f72abbc3b79f13e094649f
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Dec 16 13:24:38 2025 -0500
update tutorials
commit 1708e997f7a5751bda1180fea9a4ae7bfd31b41a
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Dec 16 13:03:54 2025 -0500
skf filter output
commit 7eeed68f4e5a2e768b6e4dda504ec9aa7608c3b7
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri Dec 12 14:51:49 2025 -0500
SKF log likelihood history
commit 0758a52d5257f41ebc8421f74167132666ce25e8
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri Dec 12 13:38:52 2025 -0500
fix bug yearly false rate SKF
commit 8c64ed464e881186e1a3eb29ec2e8bf037a32b41
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri Dec 12 10:58:42 2025 -0500
update docs
commit 96ff0fcd4ae520196d90fe3959475877dcb98e27
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu Dec 11 16:06:55 2025 -0500
metadata for benchmark
commit cbccafb4c3f9739b1dd3253eb825ba682f7fb064
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Dec 10 09:47:01 2025 -0500
skf objective CDF
commit 8a832949fd30ba935e9296feb61f4052606e7aaa
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Dec 8 16:02:30 2025 -0500
fix bugs DataProcess
commit e97895b410f40eaffd6518c0dc109d6c00e3e5f2
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Dec 8 13:52:11 2025 -0500
remove Model and SKF optimizer
commit 7fe7d45be2791a1691bb81694aee1e59a259911a
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Dec 8 10:17:59 2025 -0500
remove optuna optim
commit 2553acfadb4773370df4cd9c27e507755cfaae32
Merge: 0794c97 5ebeeb0
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Nov 5 09:39:02 2025 -0500
Merge pull request #59 from Bayes-Works/release/v0.2.3
Release/v0.2.3
commit 5ebeeb0e60909c3b42aab6a8d79c23a28b33cf1b
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Nov 3 16:06:04 2025 -0500
remove examples
commit af54c60c32ad67f1412c6a9df74e65acb988dc22
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Nov 3 16:05:31 2025 -0500
max slope skfOptimizer
commit 3346420d4d3956cc2fcc86af3db7e2f2da80e98f
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Nov 3 13:13:00 2025 -0500
up version
commit 0794c979a86a48442097dc098493b9ec459f07cc
Author: David <81688371+davidwardan@users.noreply.github.com>
Date: Mon Oct 27 11:23:05 2025 -0400
feature/PR_template (#58)
* PR template added
* Typos/Corrections
commit d5b3873bb976e4ff7376eb280b93287457147cb5
Merge: f1ec746 245ea72
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Oct 22 15:05:45 2025 -0400
Merge pull request #56 from Bayes-Works/release/0.2.2
release v0.2.2
commit 245ea7262fb229feba166d6af4357e95e2df8db0
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Oct 22 14:57:49 2025 -0400
Release 0.2.2
commit f1ec746140e10b822f81113e16b43654d3cc2cb3
Merge: 3f39bd9 1c67102
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Sun Oct 19 14:09:36 2025 -0400
Merge pull request #55 from Bayes-Works/docs/v0.2.0
Docs/v0.2.0
commit 1c671024d0be88ae60f2b17da3806b43808db80b
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Sun Oct 19 14:06:13 2025 -0400
update version
commit 96ad5b9ad954ae956e7685529020d150ff4c0a2b
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu Oct 16 13:30:06 2025 -0400
Update data_process.py
commit 35840c531f59055720c02b461a62774be3d8d3ac
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu Oct 16 13:21:51 2025 -0400
update data process docs
commit dd0d886b363611cdc1bc8c12707797970f1ea99f
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Oct 15 15:35:41 2025 -0400
put back tutorials to docs
commit f1af7ae32ef34675d6d4976c6a91ab8103d34232
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Oct 15 14:27:52 2025 -0400
docs update
commit 3f39bd9c9bb07defd53ebdc7aaf92f669198c28d
Author: David <81688371+davidwardan@users.noreply.github.com>
Date: Wed Oct 15 11:23:14 2025 -0400
Feature/slstm (#46)
* version with bugs
* first commit
* working version
* working version without smoothing c and h
* Refactor model training and validation process; adjust parameters and add early stopping
* working version
* clean version
* Refactor LSTM model initialization and training process; adjust parameters and remove unused code
* Refactor data processing and model training; adjust splits, improve state handling, and enhance plotting functionality
* adding covariates to the first look_back
* infer_len added
* forecasting ready skf ready tuning bugs in SKF optimizer
* Add infer_len parameter to LSTM models and refactor related code; remove unused file
* Add infer_len parameter to LSTM models and update related code; refactor data processing and model training
* PR ready
* chnages to unit test to temporarily run only with no lstm smoother
* Updated unit tests + trasnferring smoothed look back in skf tuninh
* bug fixed with setting smoothed lstm states after training
* fixed load_dict() case where smoothed states are None
* LSTM inference length+moved lstm.train() and lstm.eval()+lookback_covariates
* toy_train_lstm corrected
* get_smooth_lstm_states merged into get_lstm_states
* add model.lstm_states_history
* removed data_processor from lstm_train input
* updated lstm states handling with error in tuning example
* tuning example fixed
* test_model_forecast unittest updated
* updated theshold and added tolerance
* unit test added for slstm infer_len
* skf unit test updated
* units updated to run with LSTM and SLSTM
* resetted toy_anomaly_detection_tune too many conflicts
* Updated tuning example
* Remove linear_state_summary.csv file
* rebase main
* update dependency example
* Refactor LSTM model initialization and pretraining logic for improved clarity and functionality
* Updated loading of the smoothed lstm look_back and states
* fixed toy_anomaly_detection_detrend.py error
* removed unecessary initialization for the slstm component
* added optional plot in test_slstm_infer_len
* slstm unit test updated + fixed bugs
* create lstm memory, modify optimizer
* test_model_foreacst saved metric updated
* test_slstm_infer_len updated
* Fixed test_model_forecast saving
* threshold updated to work with linux
* fixed mentioned bugs for test_slstm_infer_len.py
* slstm unit test, benchmark and optimizer
* removed user specified white_noise_max in test_slstm_infer_len.py
* rename benchmark examples
* update benchmarks
* Cleaning, bughunting, and requirements updated:
- updated requirements to install pytgai from github
- removed "toy_" prefix for all examples
- fixed bug with loading smoothed_look_back and states in ar_lstm and bar_lstm examples
- fixed bug with incosistent lstm definitions in "forecast_save_load_lstm_component.py"
- removed "forecast.py" example
* Update ray[tune] version in requirements.txt
* bug fixed in data_process
* modify data path for slstm unittest
* SLSTM
* update pyproject
* Update build_wheels.yml
* Update test_slstm_infer_len.py
---------
Co-authored-by: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
commit 8e5bb4921ec925d069a9ed25d6131706f24bad04
Merge: 6cb5d81 94c9bfc
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Sep 10 13:17:22 2025 -0400
Merge pull request #54 from Bayes-Works/bugfix/smooth_w2bar
bugfix/smooth w2bar
commit 94c9bfc7dea800911b33882864033e7ff9a1b861
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Sep 9 12:59:02 2025 -0400
Update autoregression_component.py
commit 6cb5d8196761e4fd8f735cf920339755d3d90bf3
Merge: ca20242 762ddd7
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Aug 11 11:08:56 2025 -0400
Merge pull request #53 from Bayes-Works/feature/dependency_AGVI
Feature/dependency_AGVI
commit 762ddd7f41f0443244cc2c5a4d611e00d4669ac7
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Aug 11 11:05:42 2025 -0400
cleaning
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Merge: e2aef92 52bea12
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Aug 11 10:49:43 2025 -0400
Merge branch 'feature/dependency' of https://github.com/Bayes-Works/canari into feature/dependency
commit e2aef92d56ba64549bb8ca17d6c2ef4bc34de682
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Aug 11 10:48:43 2025 -0400
rebase exp
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu Aug 7 15:25:29 2025 -0400
update threshold unit test
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu Aug 7 15:19:59 2025 -0400
add depedency check example
commit de17075e3cc6a7ad94d086deea8fe712ba21983c
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu Aug 7 14:25:28 2025 -0400
covar z_output_posterior
commit 843992149d491d0783e7539cbdadcc5c1acb18b0
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Aug 6 11:50:23 2025 -0400
Update white_noise_component.py
commit 76835365e78323e1bed853a540000b2f698c619a
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Aug 6 10:20:17 2025 -0400
update data path unit tests
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Aug 6 09:52:54 2025 -0400
Update toy_forecast_dependency.py
commit 3c96e2396421a0c19394200ef7684655a3bfa7a9
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Aug 5 16:20:31 2025 -0400
cleaning
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Aug 5 11:42:56 2025 -0400
unit test agvi
commit 2646347f139e15fd2e1701e3db2076ca6db2581e
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Aug 4 16:19:39 2025 -0400
unittest dependency
commit 6cfd210dcc8e8d4d85b5c95d5e4d2ed4672fc7ba
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Aug 4 14:09:11 2025 -0400
recal_covar_col and lags
commit da31ea3e14996e78c1272ed48d19e0986e3f2a10
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Aug 4 11:15:13 2025 -0400
update backward
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri Aug 1 16:41:51 2025 -0400
save model preds history and early stop
commit 27fa6927f2e3270189855ca04a11a3eb106054c9
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri Aug 1 13:12:52 2025 -0400
dependency with lags
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri Aug 1 11:06:23 2025 -0400
synthetic data check ok
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu Jul 31 12:00:17 2025 -0400
covar lags
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Jul 30 13:16:44 2025 -0400
replace covar with predictions
commit 51cee2ce65f569afabadc97552186839f1492a0f
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Jul 29 15:24:46 2025 -0400
dependency wo noise decay
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Jul 29 11:19:27 2025 -0400
Revert "list lstm_net"
This reverts commit ac51d851eca7a197275bbc2f9c802905e25ab84d.
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jul 21 10:57:18 2025 -0400
list lstm_net
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri Jul 18 09:33:26 2025 -0400
AGVI trick not working
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu Jul 17 16:09:26 2025 -0400
traffic example
commit a9eefcc362a1ee3b99fd9563f3ac2c2d8c113b7c
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu Jul 17 13:27:00 2025 -0400
error inside LSTM
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Jul 16 16:44:37 2025 -0400
group agvi functions
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Jul 16 11:51:34 2025 -0400
AGVI trick
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jul 14 13:48:55 2025 -0400
AGVI working
commit ce923a26ebf4f7c156656125cd2da3cf97daae9e
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jul 14 10:39:51 2025 -0400
AGVI draft not working
commit 4c6852077a4f7a34712b63a03216941c1daa3346
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Jul 30 16:08:58 2025 -0400
white noise decay
commit 0079a6d2e4480f17eb9f9bfdf7f751a51fe9f208
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Jul 30 13:16:44 2025 -0400
replace covar with predictions
commit 0a21907f522a2c9ca92141ba2951ffc451e815ba
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Jul 29 15:24:46 2025 -0400
dependency wo noise decay
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Jul 29 11:19:27 2025 -0400
Revert "list lstm_net"
This reverts commit ac51d851eca7a197275bbc2f9c802905e25ab84d.
commit dc89be8c807a081b7041f699a8b6e1a354480bbb
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jul 21 10:57:18 2025 -0400
list lstm_net
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri Jul 18 09:33:26 2025 -0400
AGVI trick not working
commit f4adf63216c5c34585ff67f3f50cd903d08c7e2e
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu Jul 17 16:09:26 2025 -0400
traffic example
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu Jul 17 13:27:00 2025 -0400
error inside LSTM
commit ea9df45f6d6657f9c6bda8395a7e5f50c5edba08
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Jul 16 16:44:37 2025 -0400
group agvi functions
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Jul 16 11:51:34 2025 -0400
AGVI trick
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jul 14 13:48:55 2025 -0400
AGVI working
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jul 14 10:39:51 2025 -0400
AGVI draft not working
commit ca202423b6d5598c45cbae73f22c68ac4fe6aa9a
Merge: 30817d4 5a7d6e7
Author: MichelWU99 <michelwu29@gmail.com>
Date: Sat Aug 9 08:54:16 2025 -0400
Merge pull request #52 from Bayes-Works/feature/expo-compv2
Feature/expo compv2
commit 5a7d6e73680d0ba24983ab79a569ce09282614ba
Author: MichelWU99 <michelwu29@gmail.com>
Date: Sat Aug 9 12:48:11 2025 +0200
Change the toy example to weekly data, add the data generator.py and the new csv for example.
commit efb75a7dc0bdc87e45d2b6e7a71433f6e7a03fb8
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri Aug 8 09:48:21 2025 -0400
cleaning
commit 49043c674edbb7538dc15d54644ee3f4f2fef5e8
Author: MichelWU99 <michelwu29@gmail.com>
Date: Fri Aug 8 12:28:45 2025 +0200
Add periodic component on toy example, change "scale" to "exp scale factor", change the name of magnitud..., merge the three exp updative functions into one and added an unit test
commit 52bea12de53e9353970034fd84c206da5817c5d1
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu Aug 7 15:25:29 2025 -0400
update threshold unit test
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu Aug 7 15:19:59 2025 -0400
add depedency check example
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu Aug 7 14:25:28 2025 -0400
covar z_output_posterior
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Aug 6 11:50:23 2025 -0400
Update white_noise_component.py
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Aug 6 11:46:40 2025 -0400
Update toy_forecast.py
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Aug 6 10:20:17 2025 -0400
update data path unit tests
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Aug 6 09:52:54 2025 -0400
Update toy_forecast_dependency.py
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Aug 5 16:20:31 2025 -0400
cleaning
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Aug 5 11:42:56 2025 -0400
unit test agvi
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Author: MichelWU99 <michelwu29@gmail.com>
Date: Tue Aug 5 14:11:06 2025 +0200
V1 correction exponential component
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Aug 4 16:19:39 2025 -0400
unittest dependency
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Aug 4 14:09:11 2025 -0400
recal_covar_col and lags
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Aug 4 11:15:13 2025 -0400
update backward
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Merge: 10dca78 30817d4
Author: MichelWU99 <michelwu29@gmail.com>
Date: Mon Aug 4 11:13:17 2025 +0200
Merge branch 'main' into feature/expo-compv2
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Author: MichelWU99 <michelwu29@gmail.com>
Date: Mon Aug 4 10:55:58 2025 +0200
debut nettoyage du code
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri Aug 1 16:41:51 2025 -0400
save model preds history and early stop
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri Aug 1 13:12:52 2025 -0400
dependency with lags
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri Aug 1 11:06:23 2025 -0400
synthetic data check ok
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu Jul 31 12:00:17 2025 -0400
covar lags
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Jul 30 16:15:04 2025 -0400
rebase
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Date: Wed Jul 30 16:08:58 2025 -0400
white noise decay
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Date: Wed Jul 30 13:16:44 2025 -0400
replace covar with predictions
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Date: Tue Jul 29 15:24:46 2025 -0400
dependency wo noise decay
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Jul 29 11:19:27 2025 -0400
Revert "list lstm_net"
This reverts commit ac51d851eca7a197275bbc2f9c802905e25ab84d.
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Date: Mon Jul 21 10:57:18 2025 -0400
list lstm_net
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Date: Fri Jul 18 09:33:26 2025 -0400
AGVI trick not working
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu Jul 17 16:09:26 2025 -0400
traffic example
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Date: Thu Jul 17 13:27:00 2025 -0400
error inside LSTM
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Date: Wed Jul 16 16:44:37 2025 -0400
group agvi functions
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Date: Wed Jul 16 11:51:34 2025 -0400
AGVI trick
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Date: Mon Jul 14 13:48:55 2025 -0400
AGVI working
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Date: Mon Jul 14 10:39:51 2025 -0400
AGVI draft not working
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Date: Wed Jul 30 16:08:58 2025 -0400
white noise decay
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Jul 30 15:11:16 2025 -0400
Merge pull request #51 from Bayes-Works/feature/double_precision
Feature/double precision
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Jul 30 14:17:17 2025 -0400
double precision
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Date: Wed Jul 30 13:16:44 2025 -0400
replace covar with predictions
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Date: Tue Jul 29 15:24:46 2025 -0400
dependency wo noise decay
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Author: MichelWU99 <michelwu29@gmail.com>
Date: Tue Jul 29 11:33:53 2025 -0400
Merge branch 'feature/expo-compv2' of https://github.com/Bayes-Works/canari into feature/expo-compv2
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Date: Tue Jul 29 11:19:27 2025 -0400
Revert "list lstm_net"
This reverts commit a53d85e8edd2bf529f31f6dfa0bd8d2594cc1f96.
commit 0ba52cf2242c54105a044c389961fa7bb7d0ee68
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Date: Mon Jul 28 16:43:07 2025 -0400
Essai methode lucas sur non linearite
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Date: Mon Jul 28 16:43:07 2025 -0400
Debugage du smoother et premiere analyse
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Author: MichelWU99 <michelwu29@gmail.com>
Date: Mon Jul 28 16:43:07 2025 -0400
Petit changements ajout variance + correction nom des données synthetiques
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Author: MichelWU99 <michelwu29@gmail.com>
Date: Mon Jul 28 16:43:07 2025 -0400
Ajout commentaires, version plus clean, test sur des données réelles, ajout de données synthétiques pour le toy exponential
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Date: Mon Jul 28 16:43:07 2025 -0400
ajout valeur reelle plot
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Date: Mon Jul 28 16:43:07 2025 -0400
rts smoother try + cleaner version
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Author: MichelWU99 <michelwu29@gmail.com>
Date: Mon Jul 28 12:15:42 2025 -0400
Debugage du smoother et premiere analyse
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri Jul 25 13:06:10 2025 -0400
Merge pull request #50 from Bayes-Works/feature/model_optim
Feature/optimization_Optuna_Ray
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Date: Fri Jul 25 12:14:54 2025 -0400
Update pyproject.toml
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Date: Fri Jul 25 11:55:21 2025 -0400
optim both Optuna Ray
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Date: Mon Jul 21 10:57:18 2025 -0400
list lstm_net
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Date: Fri Jul 18 09:33:26 2025 -0400
AGVI trick not working
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Date: Thu Jul 17 16:09:26 2025 -0400
traffic example
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Date: Thu Jul 17 13:27:00 2025 -0400
error inside LSTM
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Date: Wed Jul 16 16:44:37 2025 -0400
group agvi functions
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Date: Wed Jul 16 11:51:34 2025 -0400
AGVI trick
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Date: Mon Jul 14 13:48:55 2025 -0400
AGVI working
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Date: Mon Jul 14 10:39:51 2025 -0400
AGVI draft not working
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Jul 15 13:40:36 2025 -0400
Merge pull request #49 from Bayes-Works/bugfix/skf_transition_likelihood
Bugfix/Add epsilon cal. transition likelihood
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Date: Tue Jul 15 13:32:49 2025 -0400
epsilon cal. transition likelihood
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed Jul 9 13:26:42 2025 -0400
Merge pull request #48 from Bayes-Works/feature/optuna_optimization
Feature/optuna_optimization
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Date: Wed Jul 9 10:46:03 2025 -0400
update toy_anomaly_detection_tune
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Date: Wed Jul 9 10:31:56 2025 -0400
SKF optimization not using empirical metric
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Date: Tue Jul 8 14:52:04 2025 -0400
SKF optimizer
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Date: Mon Jul 7 16:32:25 2025 -0400
model_optimization
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Date: Wed Jul 2 13:46:29 2025 -0400
Petit changements ajout variance + correction nom des données synthetiques
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Author: MichelWU99 <michelwu29@gmail.com>
Date: Mon Jun 30 15:08:39 2025 -0400
Ajout commentaires, version plus clean, test sur des données réelles, ajout de données synthétiques pour le toy exponential
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Date: Mon Jun 23 15:14:41 2025 -0400
ajout valeur reelle plot
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Author: MichelWU99 <michelwu29@gmail.com>
Date: Fri Jun 20 12:10:56 2025 -0400
rts smoother try + cleaner version
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jun 23 13:36:28 2025 -0400
Merge pull request #47 from Bayes-Works/release/0.1.0
release 0.1.0
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jun 23 13:05:10 2025 -0400
release 0.1.0
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri Jun 20 15:36:32 2025 -0400
Merge pull request #45 from Bayes-Works/bugfix/docs_skf_unittest
Bugfix/docs skf unittest
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri Jun 20 11:08:14 2025 -0400
update examples
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Author: James-A <james.a.goulet@gmail.com>
Date: Tue Jun 17 14:00:16 2025 -0400
Correcteion of a link in the theory documentstion
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Author: James-A <james.a.goulet@gmail.com>
Date: Tue Jun 17 10:13:20 2025 -0400
Add text to documentation
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Author: James-A <james.a.goulet@gmail.com>
Date: Tue Jun 17 09:45:05 2025 -0400
Merge branch 'bugfix/docs_skf_unittest' of https://github.com/CivML-PolyMtl/canari into bugfix/docs_skf_unittest
commit c00c6e675d488a99bb69e26a296cc0886951516a
Author: James-A <james.a.goulet@gmail.com>
Date: Tue Jun 17 09:45:02 2025 -0400
New changes theory documentation
commit 5f4adec6c6c2228a8363a2f4e03ce2f96a09a7c4
Merge: efa566f 4f01445
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Jun 17 06:58:08 2025 -0400
Merge branch 'bugfix/docs_skf_unittest' of https://github.com/Bayes-Works/canari into bugfix/docs_skf_unittest
commit efa566febbbaf6d3e8779e331369ff64a9358a96
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Jun 17 06:58:06 2025 -0400
revert benchmarks
commit 4f01445216b2b2b77a40e38090522be11fbb239a
Author: James-A <james.a.goulet@gmail.com>
Date: Mon Jun 16 21:12:25 2025 -0400
Modify Theory documentation
commit a0ade2734849b37e39fac6327b43f7ee83794adc
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jun 16 20:32:28 2025 -0400
Update model.py
commit 98016d2053b06b093ff96734db8eae65ac068988
Merge: cd92788 aa88459
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jun 16 20:26:48 2025 -0400
Merge branch 'bugfix/set_memory' of https://github.com/Bayes-Works/canari into bugfix/set_memory
commit cd92788ada8d9e86fed940da80bae4390ea22c29
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jun 16 20:20:28 2025 -0400
move set_memory
commit 900c8517fb97b35f46c09297466d1d15c725367a
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jun 16 17:04:54 2025 -0400
save load skf
commit 1ffd94c006f42fcd835ed469656d22a94207fd35
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jun 16 11:23:09 2025 -0400
version up
commit 45206002b9f8d8939e6fb1e357510ba54ab5aec2
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jun 16 11:17:57 2025 -0400
skf tolerance type
commit 461ca96618965af184096417310565e0f342c94b
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jun 16 10:33:15 2025 -0400
Revert "skf bugs temp fix"
This reverts commit 4cad827cae80ca791a03e7bfd1e269608f1eb798.
commit 28c19e22974e3be495cbdf99335fbc41c04c179b
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jun 16 09:19:26 2025 -0400
Docs theory
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jun 16 08:46:20 2025 -0400
skf bugs temp fix
commit 97fd6e21e325abc196423f06c1dd8eecf75e49e5
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu Jun 12 12:33:57 2025 -0400
Update toy_filter_bar_lstm.py
commit d69ae3de56fcc62b03a527d7f69f670442b3291b
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu Jun 12 12:33:23 2025 -0400
unit test use model functions
commit 2e3e8e3df6e7b31f419c5e0024ea86a3408ac1b8
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Jun 10 10:07:41 2025 -0400
revise docs
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jun 9 11:51:19 2025 -0400
model.components add index
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jun 9 11:29:17 2025 -0400
smoother add tolerance
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jun 9 10:15:21 2025 -0400
bug set_memory
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jun 16 20:20:28 2025 -0400
move set_memory
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Date: Mon Jun 16 17:04:54 2025 -0400
save load skf
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Merge: c0a11d6 5b74480
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jun 16 12:46:59 2025 -0400
Merge pull request #44 from Bayes-Works/unit-test/AR
Feature/AR unit test
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jun 16 11:23:09 2025 -0400
version up
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Date: Mon Jun 16 11:17:57 2025 -0400
skf tolerance type
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon Jun 16 10:33:15 2025 -0400
Revert "skf bugs temp fix"
This reverts commit 95af57c13515fde2524a29d60d36d15defb53cc8.
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Date: Mon Jun 16 09:19:26 2025 -0400
Docs theory
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Date: Mon Jun 16 08:46:20 2025 -0400
skf bugs temp fix
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu Jun 12 12:33:57 2025 -0400
Update toy_filter_bar_lstm.py
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Date: Thu Jun 12 12:33:23 2025 -0400
unit test use model functions
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Date: Thu Jun 12 11:43:11 2025 -0400
update function names
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Date: Tue Jun 10 10:07:41 2025 -0400
revise docs
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Date: Mon Jun 9 19:31:51 2025 -0400
BAR unit test
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Author: zhanwenxin22 <zhanwen.w.xin@gmail.com>
Date: Mon Jun 9 18:34:25 2025 -0400
onlineAR unit test done
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Author: zhanwenxin22 <zhanwen.w.xin@gmail.com>
Date: Mon Jun 9 15:21:23 2025 -0400
fix bug in model and common for online AR and BAR
bugs: force a 2-D vector to a scalar when assigning the updated values in online AR and BAR
This PR also initialize the unit test for online AR and BAR
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model.components add index
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smoother add tolerance
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bug set_memory
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Date: Wed Jun 4 14:56:54 2025 -0400
Merge pull request #43 from Bayes-Works/feature/version_up
Feature/version up v.0.03
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40% - readme
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38% - readme
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35% - readme
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typo - readme
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change figure path - readme
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Change figure size - doc
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change fig size - doc
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change figure size - Doc
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Change figure size - Doc
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change figure & link - Doc
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Update README.md
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Date: Wed Jun 4 13:58:14 2025 -0400
Update README.md
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Update README.md
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unit test save
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update
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docs workflow on macos
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unittest on Mac
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Date: Wed Jun 4 12:20:42 2025 -0400
Update build_wheels.yml
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Update build_wheels.yml
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Update pyproject.toml
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Date: Wed Jun 4 11:55:23 2025 -0400
Update pyproject.toml
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Date: Wed Jun 4 11:53:22 2025 -0400
Update pyproject.toml
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Date: Wed Jun 4 11:50:22 2025 -0400
Update pyproject.toml
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Date: Wed Jun 4 11:47:34 2025 -0400
Update build_wheels.yml
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Date: Wed Jun 4 11:44:49 2025 -0400
Update build_wheels.yml
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Update index.rst
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Update README.md
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Update conf.py
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Date: Wed Jun 4 10:51:55 2025 -0400
Merge branch 'feature/version_up' of https://github.com/Bayes-Works/canari into feature/version_up
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Date: Wed Jun 4 10:51:41 2025 -0400
Update pyproject.toml
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Update README.md
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Update README.md
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Update README.md
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Update README.md
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Update README.md
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Date: Wed Jun 4 10:15:45 2025 -0400
Update README.md
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Update README.md
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Jun 3 14:47:38 2025 -0400
Merge pull request #42 from Bayes-Works/docs/tutorials
Docs/tutorials
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Date: Tue Jun 3 14:22:38 2025 -0400
BAR ref correct
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correct typo
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remove ref
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Date: Tue Jun 3 14:05:39 2025 -0400
BAR ref
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Date: Tue Jun 3 13:58:55 2025 -0400
BAR docs
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Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue Jun 3 12:06:46 2025 -0400
Merge remote-tracking branch 'origin/main' into docs/tutorials
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revise comments
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Author: Zhanwen Xin <100966620+zhanwen-xin@users.noreply.github.com>
Date: Tue Jun 3 10:26:09 2025 -0400
Merge pull request #39 from Bayes-Works/dev/bar
feature/add BAR component
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Date: Mon Jun 2 13:00:27 2025 -0400
Update deploy_docs.yml
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Date: Mon Jun 2 12:56:38 2025 -0400
Update deploy_docs.yml
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add dependencies packaging
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Date: Mon Jun 2 12:40:00 2025 -0400
DataProcess docs
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Date: Mon Jun 2 12:12:29 2025 -0400
unittest workflow
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Date: Fri May 30 16:23:39 2025 -0400
add deploy_docs
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Date: Fri May 30 16:04:15 2025 -0400
docs workflow
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Date: Fri May 30 10:27:42 2025 -0400
fix bug in the model.early_stopping
commit 1a8948840913b13021f234dcca8614e7fcded3f8
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu May 29 14:08:44 2025 -0400
add docs workflow
commit 4d36fe44b710035d7465e5e2ec0d0101670a310d
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu May 29 13:38:02 2025 -0400
Update build_wheels.yml
commit af9b00ea008ffb6ffb311989c883574d7acdc6b0
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu May 29 13:35:29 2025 -0400
Put back github workflows
commit aa8cdbbe1fa253940b9a270404d5f13ddbcbcd21
Author: zhanwenxin22 <zhanwen.w.xin@gmail.com>
Date: Thu May 29 12:05:06 2025 -0400
fix comments
commit b59f6ed5fa18ec94b797a116efa3e271f23e7663
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed May 28 16:12:50 2025 -0400
update docs and tutorials
commit 5c44f25d1d68136ecc55dd422c7423a550c71097
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed May 28 09:16:01 2025 -0400
update benchmarks
commit a80ae0974970de18b39f0a30712d40ba6d904b91
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon May 26 15:44:09 2025 -0400
add tutorials
commit e4018e309985c5b01a8ce89981fa089fd3ab9235
Author: zhanwenxin22 <zhanwen.w.xin@gmail.com>
Date: Mon May 26 15:09:25 2025 -0400
Add example of BAR used with pre-trained LSTM
commit 41632d06fd4939bbb4a5cd2fac2d73d0e9dfe74d
Author: zhanwenxin22 <zhanwen.w.xin@gmail.com>
Date: Mon May 26 14:51:28 2025 -0400
cleaning
commit 0a3421e2a30bd953989c0967a2620da157be884b
Author: zhanwenxin22 <zhanwen.w.xin@gmail.com>
Date: Mon May 26 14:50:12 2025 -0400
adapt BAR on the new rebase
commit 58a9689a83fdc5e9755be119ff3b0ba3fcde9f07
Merge: 4165173 d3a8632
Author: zhanwenxin22 <zhanwen.w.xin@gmail.com>
Date: Mon May 26 14:30:28 2025 -0400
Merge branch 'dev/bar' of https://github.com/CivML-PolyMtl/canari into dev/bar
commit 4165173f804bad31b48fae1f10afef93e2f496bc
Author: zhanwenxin22 <zhanwen.w.xin@gmail.com>
Date: Mon May 26 13:57:56 2025 -0400
remove bar_paper formulation, clean examples
commit ef26dc5747da438bfa168e7b7325923c4443fe34
Author: zhanwenxin22 <zhanwen.w.xin@gmail.com>
Date: Tue May 20 11:21:42 2025 -0400
Update toy_forecast_bar_nolstm.py
commit 8ba0aee2ad11fe74407339d65fe3e6a1574d5608
Author: zhanwenxin22 <zhanwen.w.xin@gmail.com>
Date: Tue May 13 14:38:27 2025 -0300
bar formula 1 option: paper
commit b1662b0578bc86d48f222f001f5071cab71ee4de
Author: zhanwenxin22 <zhanwen.w.xin@gmail.com>
Date: Fri May 9 11:39:19 2025 -0300
note
commit 07c737ec5eb5a25056dc138b7dc322a3bd88b372
Author: zhanwenxin22 <zhanwen.w.xin@gmail.com>
Date: Fri May 9 11:34:56 2025 -0300
clean codes
commit a6da5f0c9ca9aa0f76fc4d4d134ea4908a611734
Author: zhanwenxin22 <zhanwen.w.xin@gmail.com>
Date: Fri May 9 11:33:38 2025 -0300
revert requirements.txt
commit 5dd388715b28f6238cd81108b1e388b5d5d4f380
Author: zhanwenxin22 <zhanwen.w.xin@gmail.com>
Date: Fri May 9 11:32:22 2025 -0300
add and test bar in anomaly detection config file
commit d2490f4439cfd2cb6f888b434b437625b1a5c18e
Author: zhanwenxin22 <zhanwen.w.xin@gmail.com>
Date: Wed May 7 17:16:16 2025 -0300
bar implementation 2
This implementation is more stable than the version 1. Instead of following the flowchart in the BAR paper, here it is adapted to a similar formulation as online AR (changes in transition and observation matrix).
It has been tested in the models with and without LSTM. And it is compatible with LSTM! (when constrain is too big, the residual outside the bounds will go to LSTM)
Next steps: Test in SKF
commit 21fbecc7b99f252cc1d5137b9fc1a3aee3db50a8
Author: zhanwenxin22 <zhanwen.w.xin@gmail.com>
Date: Wed May 7 16:53:11 2025 -0300
bar implementation 1
commit 15d2e7b47c75beaa5508cde03e6461ca146ced3d
Author: zhanwenxin22 <zhanwen.w.xin@gmail.com>
Date: Wed May 7 11:16:23 2025 -0300
initialization
examples config code are included
component is built
next step: put the bar equation in the forward predict function
commit 297744ab0535b254816f28588c6e8998617f6224
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon May 26 11:49:27 2025 -0400
update benchmarks
commit 4d47b8b7a0f048aea66619ad9c16320c9dbec500
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri May 23 15:05:34 2025 -0400
reorganize model optim
commit 729d9eaf056310fc2eb58d39a90d5469f72a79d7
Merge: 70cbf09 589855d
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed May 14 15:59:28 2025 -0400
Merge pull request #38 from CivML-PolyMtl/bugfix/correct_process_noise_matrix_baselines
Correct process_noise_matrix for baseline components
commit 589855d9a1d1a12bff258d59f19f9f21fc539dcb
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed May 14 15:30:00 2025 -0400
update process_noise_matrix
commit 70cbf09454afc388b9b05ffd3cbf55f7d4be3f09
Merge: 9765786 32fd17e
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed May 14 15:12:47 2025 -0400
Merge pull request #37 from CivML-PolyMtl/bugfix/set_memory
Bugfix/set memory
commit 32fd17e592f233437a794565f929434530a4a1c1
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed May 14 13:41:36 2025 -0400
fix bugs set_memory
commit e2c10c19321c265d010e398a4e5d9389dff2dd3c
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue May 13 15:20:39 2025 -0400
Remove unnecessary dependency
commit 9765786219cd94234fe1c669722013e1808a2c48
Merge: c4b8d85 93f96cf
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon May 12 10:31:38 2025 -0400
Merge pull request #35 from CivML-PolyMtl/docs/docs
Docs/docs
commit 93f96cfbf8f2b63b007ea936b4f545a0f97964e5
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon May 12 10:30:41 2025 -0400
modify following rebase from main
commit 4f285bfc704d14db969a8927f10327fd81225bf6
Merge: 6701ff6 b7f347b
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Mon May 12 10:16:16 2025 -0400
Merge branch 'docs/docs' of https://github.com/CivML-PolyMtl/canari into docs/docs
commit 6701ff611de553e07fff851507a2581b7947ae0f
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri May 9 15:14:02 2025 -0400
add canari logo
commit cf12bd8e67c621ca456e2ec71312dcd12d9db28b
Author: James-A <james.a.goulet@gmail.com>
Date: Thu May 8 14:53:50 2025 -0400
Second review round
commit c7088cefda8cd4106b99447961557f1c35d2d063
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed May 7 15:21:57 2025 -0400
add intro to classes
commit 2f62a55ebb520e889a95e59fa2d2e320b55fdd2f
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed May 7 15:03:56 2025 -0400
normalize to standardize
commit 87d95f4295c65798d28926bbeee1d2b36d8b6adb
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed May 7 13:39:53 2025 -0400
change baseline hidden states names
commit 4b84e496d40a5a84308b0b4ea4a6c2603d166a43
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed May 7 12:11:46 2025 -0400
update common
commit 365a62874d2bfe612f1f02b44ba600402733d3e6
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed May 7 09:38:06 2025 -0400
update html folder
commit 7d0f1bcee923dfef88a0fb41109df3c4412c4a45
Author: James-A <james.a.goulet@gmail.com>
Date: Tue May 6 19:29:04 2025 -0400
Last file
commit 2de2fb696be66b9b9905627f30d3a9b660ef8c6f
Author: James-A <james.a.goulet@gmail.com>
Date: Tue May 6 16:36:26 2025 -0400
initial changes up to SKF.py
commit c01ecd2e2e966c9d4e48c99f5f0f0dbc602fb5e4
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue May 6 11:18:59 2025 -0400
add index.html
commit ec5ce89d07018477680c4216f548bf0ddd1190f9
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue May 6 11:08:49 2025 -0400
update instructions
commit 6c76ac4e575b711b9da04666c348430b18e7ee0c
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Tue May 6 11:01:18 2025 -0400
rest docs
commit f64c63236020d7bd3b7ebb36551d40b1a7b7e141
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri May 2 16:01:30 2025 -0400
bug white noise decay
commit 82514142986408efc772aff2f67f9e69d1786b1e
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri May 2 15:26:18 2025 -0400
early stopping bugs, model docs
commit 2aac15c2bc588725d30a4c5062a6f7c865c4fbd9
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri May 2 09:58:37 2025 -0400
model attributes docs
commit 1b17899c394d789a7d8c7e6489b7c823575424e4
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri May 2 09:39:25 2025 -0400
Revert "model.py public to private attributes"
This reverts commit 059a3dfb300545e6fd8911fd48a4b58ef7686015.
commit bd4733bae3113de6bf29caba2b781165e61a9e18
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu May 1 15:55:39 2025 -0400
model.py public to private attributes
commit 4bb50885d7f6e204b7a0bf247e2b210462042b35
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu May 1 14:46:07 2025 -0400
Docs model attributes
commit e933a528f736bcd70ac77267200bc96be2ebce83
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu May 1 09:09:37 2025 -0400
SKF to skf.py
commit a8b7ce709eab87f2a1393e112389921c7d1014d5
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Thu May 1 08:58:36 2025 -0400
book theme docs
commit b7f347baef1de551ea68dabc273f06cad31ed784
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Fri May 9 15:14:02 2025 -0400
add canari logo
commit 5d7d36a0f2494de37bd39fe2d01b97650fd1761a
Author: James-A <james.a.goulet@gmail.com>
Date: Thu May 8 14:53:50 2025 -0400
Second review round
commit f12c42ba5eec8e3ac4adb2587c42225d60219875
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed May 7 15:21:57 2025 -0400
add intro to classes
commit 410bedeeb800ac9946d153a23148c62ef7cd9287
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed May 7 15:03:56 2025 -0400
normalize to standardize
commit fff3c45dced6ccd04c70288b2c282cf3dceeeb5d
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply.github.com>
Date: Wed May 7 13:39:53 2025 -0400
change baseline hidden states names
commit 0ebe9431a4f1afdd34b202abc2f9720d6ef7b727
Author: van-dai-vuong <99916615+van-dai-vuong@users.noreply…
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Description
This PR adds the unit test for online AR and BAR components on the level of one-step
model.forwardandmodel.backwardChanges made
test_online_ARandtest_BARintest_model_function.py.item()) when assigning the new values for updating the online AR and BAR posteriors. This is to fix the warning of force a 2-D vector to a scalar when assigning the updated values in online AR and BARNotes for Reviewers
pytestfor running all unit testspytest test/test_model_function.py