v0.0.18

What's Changed

New Features 🎉

• Support HMM via marginalization of DiscreteMarkovChain by @ricardoV94 in #257
• Improve API for ProjectedProcess GP by @AlexAndorra in #313

Maintenance 🔧

• Depreciate duplicate functions in statespace by @jessegrabowski in #308
• Update for PyMC v5.11 by @zaxtax in #320

New Contributors

• @AlexAndorra made their first contribution in #313

Full Changelog: v0.0.17...v0.0.18

v0.0.17

What's Changed

Major Changes 🛠

• Use model variables named "sigma" as standard deviations rather than variances by @jessegrabowski in #296
• Statespace: Don't automatically save statespace matrices as Deterministic variables by @jessegrabowski in #302

Bugfixes 🪲

• Fix MarginalModel with Data containers by @ricardoV94 in #304

New Contributors

• @pre-commit-ci made their first contribution in #299

Full Changelog: v0.0.16...v0.0.17

v0.0.16

What's Changed

New Features 🎉

• Variationally Informed Parameterization by @ferrine in #276
• Implement utility to recover marginalized variables from MarginalModel by @zaxtax in #285

Bugfixes 🪲

• Bugfixes for statespace/models/structural.py by @jessegrabowski in #287
• Fix initial state size in CycleComponent by @jessegrabowski in #288

Maintenance 🔧

• Pass coords argument into as_model decorator by @zaxtax in #282

New Contributors

• @zaxtax made their first contribution in #282

Full Changelog: v0.0.15...v0.0.16

v0.0.15

What's Changed

Maintenance 🔧

• Adapt PyMC 5.10.0 breaking changes by @HasnainRaz in #272

Full Changelog: v0.0.14...v0.0.15

v0.0.14

What's Changed

New Features 🎉

• Implement Skellam distribution by @wd60622 in #260
• Implement BetaNegativeBinomial distribution by @wd60622 in #258
• Implement Maxwell Distribution by @wd60622 in #261
• Blackjax SMC from pymc models by @ciguaran in #267
• Add @as_model decorator by @theorashid in #268

Bugfixes 🪲

• Set data when building Linearmodel by @pdb5627 in #249

Maintenance 🔧

• Fix pymc module usage in KL by @HasnainRaz in #265
• Update r2d2m2cp.py by @ferrine in #245

New Contributors

• @wd60622 made their first contribution in #260
• @HasnainRaz made their first contribution in #265
• @ciguaran made their first contribution in #267
• @theorashid made their first contribution in #268

Full Changelog: v0.0.13...v0.0.14

v0.0.13

What's Changed

New Features 🎉

• Implement Chi distribution helper by @tvwenger in #239

Bugfixes 🪲

• Fix DiscreteMarkovChain logp by @ricardoV94 in #255
• Fix issues in pathfinder wrapper by @ricardoV94 in #238

Maintenance 🔧

• Fix CI errors in statspace test suite by @jessegrabowski in #251

New Contributors

• @tvwenger made their first contribution in #239

Full Changelog: v0.0.12...v0.0.13

v0.0.12

What's Changed

Maintenance 🔧

• Speed up test_fit_no_y by @pdb5627 in #234
• Change default_*_config from @Property to @staticmethod by @pdb5627 in #235
• Bump minimum PyMC dependency by @ricardoV94 in #240

Full Changelog: v0.0.11...v0.0.12

v0.0.11

What's Changed

Maintenance 🔧

• renamed to _generate_and_preprocess_model_data by @michaelraczycki in #232

Full Changelog: v0.0.10...v0.0.11

v0.0.10

What's Changed

New Features 🎉

• Merge statespace module from http://github.com/jessegrabowski/pymc_statespace by @jessegrabowski in #174
• Implement utility to change value variable transforms by @ricardoV94 in #216
• Allow do interventions to reference intervened variable by @ricardoV94 in #219

Maintenance 🔧

• Ignore constant shape dependencies in MarginalModel by @ricardoV94 in #226
• Fixing docstring by @michaelraczycki in #228

Full Changelog: v0.0.9...v0.0.10

v0.0.9

What's Changed

New Features 🎉

• Copy model-related shared variables in model_fgraph by @ricardoV94 in #218

Maintenance 🔧

• fixing second loading issue by @michaelraczycki in #220
• adding test for model_config_formatter helper function by @michaelraczycki in #222
• version bump for release by @michaelraczycki in #223

Full Changelog: v0.0.8...v0.0.9