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@pre-commit-ci pre-commit-ci bot commented Dec 1, 2025

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github-actions bot commented Dec 1, 2025

Coverage

Coverage Report for Python 3.11
FileStmtsMissCoverMissing
choice_learn
   __init__.py20100% 
   tf_ops.py62198%283
choice_learn/basket_models
   __init__.py40100% 
   alea_carta.py1482285%86–90, 92–96, 98–102, 106, 109, 131, 159, 308, 431–455
   base_basket_model.py2352789%111–112, 123, 141, 185, 255, 377, 485, 585–587, 676, 762, 772, 822–830, 891–894, 934–935
   basic_attention_model.py89496%424, 427, 433, 440
   self_attention_model.py133993%71, 73, 75, 450–454, 651
   shopper.py184995%130, 159, 325, 345, 360, 363, 377, 489, 618
choice_learn/basket_models/data
   __init__.py20100% 
   basket_dataset.py1903084%74–77, 295–297, 407, 540–576, 636, 658–661, 700–705, 790–801, 849
   preprocessing.py947817%43–45, 128–364
choice_learn/basket_models/datasets
   __init__.py30100% 
   bakery.py38392%47, 51, 61
   synthetic_dataset.py81693%62, 194–199, 247
choice_learn/basket_models/utils
   __init__.py00100% 
   permutation.py22195%37
choice_learn/data
   __init__.py30100% 
   choice_dataset.py6493395%198, 250, 283, 421, 463–464, 589, 724, 738, 840, 842, 937, 957–961, 1140, 1159–1161, 1179–1181, 1209, 1214, 1223, 1240, 1281, 1293, 1307, 1346, 1361, 1366, 1395, 1408, 1443–1444
   indexer.py2412390%20, 31, 45, 60–67, 202–204, 219–230, 265, 291, 582
   storage.py161696%22, 33, 51, 56, 61, 71
   store.py72720%3–275
choice_learn/datasets
   __init__.py40100% 
   base.py400599%42–43, 153–154, 714
   expedia.py1028319%37–301
   tafeng.py490100% 
choice_learn/datasets/data
   __init__.py00100% 
choice_learn/models
   __init__.py14286%15–16
   base_model.py3353590%145, 187, 289, 297, 303, 312, 352, 356–357, 362, 391, 395–396, 413, 426, 434, 475–476, 485–486, 587, 589, 605, 609, 611, 734–735, 935, 939–953
   baseline_models.py490100% 
   conditional_logit.py2692690%49, 52, 54, 85, 88, 91–95, 98–102, 136, 206, 212–216, 351, 388, 445, 520–526, 651, 685, 822, 826
   halo_mnl.py124298%186, 374
   latent_class_base_model.py2863986%55–61, 273–279, 288, 325–330, 497–500, 605, 624, 665–701, 715, 720, 751–752, 774–775, 869–870, 974
   latent_class_mnl.py62690%257–261, 296
   learning_mnl.py67396%157, 182, 188
   nested_logit.py2911296%55, 77, 160, 269, 351, 484, 530, 600, 679, 848, 900, 904
   reslogit.py132695%285, 360, 369, 374, 382, 432
   rumnet.py236399%748–751, 982
   simple_mnl.py139696%167, 275, 347, 355, 357, 359
   tastenet.py94397%142, 180, 188
choice_learn/toolbox
   __init__.py00100% 
   assortment_optimizer.py27678%28–30, 93–95, 160–162
   gurobi_opt.py2382380%3–675
   or_tools_opt.py2301195%103, 107, 296–305, 315, 319, 607, 611
choice_learn/utils
   metrics.py854349%74, 126–130, 147–166, 176, 190–199, 211–232, 242
TOTAL564685385% 

Tests Skipped Failures Errors Time
222 0 💤 0 ❌ 0 🔥 7m 29s ⏱️

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github-actions bot commented Dec 1, 2025

Coverage

Coverage Report for Python 3.9
FileStmtsMissCoverMissing
choice_learn
   __init__.py20100% 
   tf_ops.py62198%283
choice_learn/basket_models
   __init__.py40100% 
   alea_carta.py1482285%86–90, 92–96, 98–102, 106, 109, 131, 159, 308, 431–455
   base_basket_model.py2352789%111–112, 123, 141, 185, 255, 377, 485, 585–587, 676, 762, 772, 822–830, 891–894, 934–935
   basic_attention_model.py89496%424, 427, 433, 440
   self_attention_model.py133993%71, 73, 75, 450–454, 651
   shopper.py184995%130, 159, 325, 345, 360, 363, 377, 489, 618
choice_learn/basket_models/data
   __init__.py20100% 
   basket_dataset.py1903084%74–77, 295–297, 407, 540–576, 636, 658–661, 700–705, 790–801, 849
   preprocessing.py947817%43–45, 128–364
choice_learn/basket_models/datasets
   __init__.py30100% 
   bakery.py38392%47, 51, 61
   synthetic_dataset.py81693%62, 194–199, 247
choice_learn/basket_models/utils
   __init__.py00100% 
   permutation.py22195%37
choice_learn/data
   __init__.py30100% 
   choice_dataset.py6493395%198, 250, 283, 421, 463–464, 589, 724, 738, 840, 842, 937, 957–961, 1140, 1159–1161, 1179–1181, 1209, 1214, 1223, 1240, 1281, 1293, 1307, 1346, 1361, 1366, 1395, 1408, 1443–1444
   indexer.py2412390%20, 31, 45, 60–67, 202–204, 219–230, 265, 291, 582
   storage.py161696%22, 33, 51, 56, 61, 71
   store.py72720%3–275
choice_learn/datasets
   __init__.py40100% 
   base.py400599%42–43, 153–154, 714
   expedia.py1028319%37–301
   tafeng.py490100% 
choice_learn/datasets/data
   __init__.py00100% 
choice_learn/models
   __init__.py14286%15–16
   base_model.py3353590%145, 187, 289, 297, 303, 312, 352, 356–357, 362, 391, 395–396, 413, 426, 434, 475–476, 485–486, 587, 589, 605, 609, 611, 734–735, 935, 939–953
   baseline_models.py490100% 
   conditional_logit.py2692690%49, 52, 54, 85, 88, 91–95, 98–102, 136, 206, 212–216, 351, 388, 445, 520–526, 651, 685, 822, 826
   halo_mnl.py124298%186, 374
   latent_class_base_model.py2863986%55–61, 273–279, 288, 325–330, 497–500, 605, 624, 665–701, 715, 720, 751–752, 774–775, 869–870, 974
   latent_class_mnl.py62690%257–261, 296
   learning_mnl.py67396%157, 182, 188
   nested_logit.py2911296%55, 77, 160, 269, 351, 484, 530, 600, 679, 848, 900, 904
   reslogit.py132695%285, 360, 369, 374, 382, 432
   rumnet.py236399%748–751, 982
   simple_mnl.py139696%167, 275, 347, 355, 357, 359
   tastenet.py94397%142, 180, 188
choice_learn/toolbox
   __init__.py00100% 
   assortment_optimizer.py27678%28–30, 93–95, 160–162
   gurobi_opt.py2362360%3–675
   or_tools_opt.py2301195%103, 107, 296–305, 315, 319, 607, 611
choice_learn/utils
   metrics.py854349%74, 126–130, 147–166, 176, 190–199, 211–232, 242
TOTAL564485185% 

Tests Skipped Failures Errors Time
222 0 💤 0 ❌ 0 🔥 6m 21s ⏱️

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github-actions bot commented Dec 1, 2025

Coverage

Coverage Report for Python 3.10
FileStmtsMissCoverMissing
choice_learn
   __init__.py20100% 
   tf_ops.py62198%283
choice_learn/basket_models
   __init__.py40100% 
   alea_carta.py1482285%86–90, 92–96, 98–102, 106, 109, 131, 159, 308, 431–455
   base_basket_model.py2352789%111–112, 123, 141, 185, 255, 377, 485, 585–587, 676, 762, 772, 822–830, 891–894, 934–935
   basic_attention_model.py89496%424, 427, 433, 440
   self_attention_model.py133993%71, 73, 75, 450–454, 651
   shopper.py184995%130, 159, 325, 345, 360, 363, 377, 489, 618
choice_learn/basket_models/data
   __init__.py20100% 
   basket_dataset.py1903084%74–77, 295–297, 407, 540–576, 636, 658–661, 700–705, 790–801, 849
   preprocessing.py947817%43–45, 128–364
choice_learn/basket_models/datasets
   __init__.py30100% 
   bakery.py38392%47, 51, 61
   synthetic_dataset.py81693%62, 194–199, 247
choice_learn/basket_models/utils
   __init__.py00100% 
   permutation.py22195%37
choice_learn/data
   __init__.py30100% 
   choice_dataset.py6493395%198, 250, 283, 421, 463–464, 589, 724, 738, 840, 842, 937, 957–961, 1140, 1159–1161, 1179–1181, 1209, 1214, 1223, 1240, 1281, 1293, 1307, 1346, 1361, 1366, 1395, 1408, 1443–1444
   indexer.py2412390%20, 31, 45, 60–67, 202–204, 219–230, 265, 291, 582
   storage.py161696%22, 33, 51, 56, 61, 71
   store.py72720%3–275
choice_learn/datasets
   __init__.py40100% 
   base.py400599%42–43, 153–154, 714
   expedia.py1028319%37–301
   tafeng.py490100% 
choice_learn/datasets/data
   __init__.py00100% 
choice_learn/models
   __init__.py14286%15–16
   base_model.py3353590%145, 187, 289, 297, 303, 312, 352, 356–357, 362, 391, 395–396, 413, 426, 434, 475–476, 485–486, 587, 589, 605, 609, 611, 734–735, 935, 939–953
   baseline_models.py490100% 
   conditional_logit.py2692690%49, 52, 54, 85, 88, 91–95, 98–102, 136, 206, 212–216, 351, 388, 445, 520–526, 651, 685, 822, 826
   halo_mnl.py124298%186, 374
   latent_class_base_model.py2863986%55–61, 273–279, 288, 325–330, 497–500, 605, 624, 665–701, 715, 720, 751–752, 774–775, 869–870, 974
   latent_class_mnl.py62690%257–261, 296
   learning_mnl.py67396%157, 182, 188
   nested_logit.py2911296%55, 77, 160, 269, 351, 484, 530, 600, 679, 848, 900, 904
   reslogit.py132695%285, 360, 369, 374, 382, 432
   rumnet.py236399%748–751, 982
   simple_mnl.py139696%167, 275, 347, 355, 357, 359
   tastenet.py94397%142, 180, 188
choice_learn/toolbox
   __init__.py00100% 
   assortment_optimizer.py27678%28–30, 93–95, 160–162
   gurobi_opt.py2382380%3–675
   or_tools_opt.py2301195%103, 107, 296–305, 315, 319, 607, 611
choice_learn/utils
   metrics.py854349%74, 126–130, 147–166, 176, 190–199, 211–232, 242
TOTAL564685385% 

Tests Skipped Failures Errors Time
222 0 💤 0 ❌ 0 🔥 5m 46s ⏱️

@github-actions
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github-actions bot commented Dec 1, 2025

Coverage

Coverage Report for Python 3.12
FileStmtsMissCoverMissing
choice_learn
   __init__.py20100% 
   tf_ops.py62198%283
choice_learn/basket_models
   __init__.py40100% 
   alea_carta.py1482285%86–90, 92–96, 98–102, 106, 109, 131, 159, 308, 431–455
   base_basket_model.py2352789%111–112, 123, 141, 185, 255, 377, 485, 585–587, 676, 762, 772, 822–830, 891–894, 934–935
   basic_attention_model.py89496%424, 427, 433, 440
   self_attention_model.py133993%71, 73, 75, 450–454, 651
   shopper.py184995%130, 159, 325, 345, 360, 363, 377, 489, 618
choice_learn/basket_models/data
   __init__.py20100% 
   basket_dataset.py1903084%74–77, 295–297, 407, 540–576, 636, 658–661, 700–705, 790–801, 849
   preprocessing.py947817%43–45, 128–364
choice_learn/basket_models/datasets
   __init__.py30100% 
   bakery.py38392%47, 53, 61
   synthetic_dataset.py81693%62, 194–199, 247
choice_learn/basket_models/utils
   __init__.py00100% 
   permutation.py22195%37
choice_learn/data
   __init__.py30100% 
   choice_dataset.py6493395%198, 250, 283, 421, 463–464, 589, 724, 738, 840, 842, 937, 957–961, 1140, 1159–1161, 1179–1181, 1209, 1214, 1223, 1240, 1281, 1293, 1307, 1346, 1361, 1366, 1395, 1408, 1443–1444
   indexer.py2412390%20, 31, 45, 60–67, 202–204, 219–230, 265, 291, 582
   storage.py161696%22, 33, 51, 56, 61, 71
   store.py72720%3–275
choice_learn/datasets
   __init__.py40100% 
   base.py400599%42–43, 153–154, 714
   expedia.py1028319%37–301
   tafeng.py490100% 
choice_learn/datasets/data
   __init__.py00100% 
choice_learn/models
   __init__.py14286%15–16
   base_model.py3353590%145, 187, 289, 297, 303, 312, 352, 356–357, 362, 391, 395–396, 413, 426, 434, 475–476, 485–486, 587, 589, 605, 609, 611, 734–735, 935, 939–953
   baseline_models.py490100% 
   conditional_logit.py2692690%49, 52, 54, 85, 88, 91–95, 98–102, 136, 206, 212–216, 351, 388, 445, 520–526, 651, 685, 822, 826
   halo_mnl.py1241885%186, 341, 360, 364–380
   latent_class_base_model.py2863986%55–61, 273–279, 288, 325–330, 497–500, 605, 624, 665–701, 715, 720, 751–752, 774–775, 869–870, 974
   latent_class_mnl.py62690%257–261, 296
   learning_mnl.py67396%157, 182, 188
   nested_logit.py2911296%55, 77, 160, 269, 351, 484, 530, 600, 679, 848, 900, 904
   reslogit.py132695%285, 360, 369, 374, 382, 432
   rumnet.py236399%748–751, 982
   simple_mnl.py139696%167, 275, 347, 355, 357, 359
   tastenet.py94397%142, 180, 188
choice_learn/toolbox
   __init__.py00100% 
   assortment_optimizer.py27678%28–30, 93–95, 160–162
   gurobi_opt.py2382380%3–675
   or_tools_opt.py2301195%103, 107, 296–305, 315, 319, 607, 611
choice_learn/utils
   metrics.py854349%74, 126–130, 147–166, 176, 190–199, 211–232, 242
TOTAL564686985% 

Tests Skipped Failures Errors Time
222 0 💤 1 ❌ 0 🔥 7m 47s ⏱️

@pre-commit-ci pre-commit-ci bot force-pushed the pre-commit-ci-update-config branch 2 times, most recently from d1df3d6 to 802be6c Compare December 15, 2025 17:33
@pre-commit-ci pre-commit-ci bot force-pushed the pre-commit-ci-update-config branch from 802be6c to 1fcca56 Compare December 22, 2025 17:26
@pre-commit-ci pre-commit-ci bot force-pushed the pre-commit-ci-update-config branch from 1fcca56 to ea3086b Compare January 12, 2026 17:29
@pre-commit-ci pre-commit-ci bot force-pushed the pre-commit-ci-update-config branch from ea3086b to 384cab2 Compare January 19, 2026 17:35
updates:
- [github.com/astral-sh/ruff-pre-commit: v0.14.6 → v0.14.14](astral-sh/ruff-pre-commit@v0.14.6...v0.14.14)
- [github.com/kynan/nbstripout: 0.8.2 → 0.9.0](kynan/nbstripout@0.8.2...0.9.0)
- [github.com/PyCQA/bandit: 1.9.2 → 1.9.3](PyCQA/bandit@1.9.2...1.9.3)
@pre-commit-ci pre-commit-ci bot force-pushed the pre-commit-ci-update-config branch from 384cab2 to 9ee0498 Compare January 26, 2026 17:30
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