Dev tests

[VincentAuriau]

Description of the goal of the PR

Description:

Changes this PR introduces

• ENH: dataset is now always choice_dataset
• FIX: Baseline models with latest improvements and changes]
• ADD: Basic tests for baseline models

[github-actions]

Coverage Report

File	Stmts	Miss	Cover	Missing
choice_learn
tf_ops.py	47	17	64%	45, 141–143, 199–203, 220–231
choice_learn/data
choice_dataset.py	628	179	71%	67, 78, 101–112, 123, 145–153, 159, 168–177, 190–203, 221–288, 306–325, 333–339, 341, 353, 394–401, 408, 420, 450–451, 472, 482–483, 491, 519, 552, 559–568, 576–578, 585, 592, 633–634, 713, 727–733, 756–759, 829, 831, 867, 921, 926, 937–938, 969–970, 974–981, 986–997, 1004, 1008, 1102, 1116, 1135–1137, 1150–1152, 1180, 1185, 1194, 1206–1211, 1252, 1264, 1278, 1293, 1305, 1317, 1332, 1337, 1360, 1362, 1366, 1374–1375, 1379, 1387–1388, 1394–1398, 1403–1407, 1411, 1414–1415, 1462, 1479–1480, 1495, 1510
indexer.py	233	70	70%	20, 31, 45, 60–67, 99, 103, 105–108, 179, 184–187, 203–205, 220–231, 261, 266, 288, 292, 336, 393, 409, 423, 492–493, 517, 524, 532, 545–567, 570–591, 601, 613
storage.py	157	22	86%	22, 33, 51, 56, 61, 71, 151, 153, 160, 162, 166, 173, 176, 235–236, 262, 290, 360, 366, 384, 414, 424
store.py	72	72	0%	2–274
choice_learn/datasets
base.py	343	201	41%	36, 61–68, 90–96, 118, 185, 191–220, 225–294, 309–358, 373–405, 414–481, 566–578, 581–584, 587, 594–605, 609–622, 631–657, 665, 671, 738, 825, 870, 919, 1004
expedia.py	102	92	10%	26–299
tafeng.py	49	1	98%	50
choice_learn/models
__init__.py	12	2	83%	12–13
base_model.py	240	106	56%	90, 92, 97–98, 105–123, 164, 200–228, 261, 279–320, 327, 356, 370, 375, 383–411, 416–417, 462–495, 505–513, 531–546, 612–613, 615–620, 668–670, 692–714, 769, 771–774
baseline_models.py	46	17	63%	19, 51–52, 58–60, 83, 93–98, 150–153
conditional_logit.py	232	137	41%	45, 48, 50, 81, 84, 87–91, 94–98, 132, 135, 175–178, 297, 334, 386, 433–571, 588–593, 620–629, 645–666, 691–715, 719–742
latent_class_base_model.py	186	186	0%	3–609
latent_class_mnl.py	59	59	0%	3–299
nested_logit.py	288	262	9%	54–82, 124–162, 188, 220, 229–236, 251–274, 284–317, 327–348, 358–359, 393–542, 581–623, 659–702, 719–724, 751–760, 776–797, 822–869, 878–904
rumnet.py	241	159	34%	166–170, 181–213, 230–238, 263–267, 280–312, 329–336, 359–363, 376–412, 427–437, 527, 529, 556–562, 631–670, 709–752, 793–820, 874–921, 951–971, 1006–1058, 1097–1140, 1178–1205
simple_mnl.py	137	92	33%	75–81, 92–98, 134–172, 199, 233, 250–271, 296–320, 324–352
tastenet.py	94	56	40%	15, 64, 90–104, 140–142, 177–207, 223, 238–254, 273–289
choice_learn/toolbox
assortment_optimizer.py	27	27	0%	4–180
gurobi_opt.py	238	238	0%	2–674
or_tools_opt.py	226	226	0%	3–666
TOTAL	3666	2221	39%

Tests	Skipped	Failures	Errors	Time
56	0 💤	0 ❌	0 🔥	53.229s ⏱️