0.12.0

What's Changed

Major Changes 🛠

• excluded _prior suffix from CLV models by @arthurmello in #1498

Deprecations 🚨

• Rename CLV fit_method and t_unobserved parameters to method and t_start_eval by @ColtAllen in #1537

New Features 🎉

• [MMM] Model events as gaussian bumps by @juanitorduz in #1465
• Out-of-Box MultiDimensional MMM by @cetagostini in #1036
• Add basis bumps effect to MMM model by @wd60622 in #1475
• Allow plot_expected_purchases_pcc in BetaGeoModel and ModifiedBetaGeoModel by @PabloRoque in #1470
• Allow static covariates in BGNBDModel by @PabloRoque in #1390
• Support MediaTransformation and MediaConfigList deserialization by @wd60622 in #1504
• Check for wrong media dims by @wd60622 in #1505

Bugfixes 🐛

• load bug with y name different than output_var by @wd60622 in #1468
• Fix ModifiedBetaGeoNBDRV sim_data by @PabloRoque in #1472
• Change Basis sample_curve defaults by @wd60622 in #1500
• Check for incompatible dims in MediaTranform by @wd60622 in #1502
• Allow for extra columns in df_events by @wd60622 in #1501
• Use MediaTransformation dims in save and load by @wd60622 in #1503
• Fix _create_synth_dataset when MMM has no controls by @PabloRoque in #1513
• Use SoftPlusHSGP in multidimensional HSGP by @wd60622 in #1510
• Use SoftPlusHSGP directly in MMM class by @wd60622 in #1523
• Fix SoftPlusHSGP out of sample by @wd60622 in #1544

Documentation 📖

• Add thin wrapper around advi functionality by @PabloRoque in #1365
• Added missing paramater take_every in docs of create_log_callback by @nayan2167 in #1491
• Fixes documentation on mmm control variable scaling - Issue #1469 by @zach-brown-18 in #1499
• change parameter from samples to draws by @wd60622 in #1524
• Fix the TVP example by @wd60622 in #1533

Maintenance 🔧

• add preliz dependency by @wd60622 in #1507
• Merge value and grad in budget optimizer by @ricardoV94 in #1512

New Contributors

• @zach-brown-18 made their first contribution in #1499
• @github-actions made their first contribution in #1528

Full Changelog: 0.11.1...0.12.0