0.8.0
What's Changed
New Features 🎉
Prior
class to represent distributions by @wd60622 in #759- Pull out seasonality as
YearlyFourier
andMonthlyFourier
by @wd60622 in #802 - Separate Weibull adstock into CDF & PDF by @wd60622 in #810
- PoC: Use Pydantic as data validator by @juanitorduz in #809
- Create inverse_scaled_logistic_saturation and the corresponding class by @arthurmello in #827
- use labs theme as external by @OriolAbril in #830
- Skip coords with scalar value by @GiannisApost in #868
- Allow plot MMM components in the original scale by @juanitorduz in #870
- Add root saturation function (issue #702) by @iraur in #858
Bugfixes 🐛
- Save & load support for time varying parameters by @wd60622 in #815
json.loads
with python types bug by @wd60622 in #881- Save off media transformations by @wd60622 in #882
Documentation 📖
- add intercept and target variable to MMM component example by @wd60622 in #850
- Various MMM small documentation fixes by @juanitorduz in #854
- Update UML diagrams by @drbenvincent in #856
- Fix model_builder docstrings by @GiannisApost in #861
- add GH discussions link to README by @cluhmann in #866
- Fix Visual for hill_saturation function (Issue #851 ) by @PatrickRobotham in #857
- Inference changed to dataset by @Ishaanjolly in #873
- Fix default
ConvMode
in docstring by @ferrine in #864 - Update deployment docs by @wd60622 in #887
Maintenance 🔧
- Make PyMC 5.13.0 the minimum version by @wd60622 in #816
- Date Validation and MMM Model Hamonization (Pydantic) by @juanitorduz in #824
- Future-proof
prior_linearized
method call by @shuvayan in #806 - Specify 0.9.0 as deprecation version for recent MMM changes by @wd60622 in #849
- Fixing ruff commands in Makefile #825 by @MuradKhalil in #859
- Check for missing attrs after
sample_prior_predictive
andfit
by @wd60622 in #867
New Contributors
- @shuvayan made their first contribution in #806
- @arthurmello made their first contribution in #827
- @MuradKhalil made their first contribution in #859
- @GiannisApost made their first contribution in #861
- @PatrickRobotham made their first contribution in #857
- @Ishaanjolly made their first contribution in #873
- @iraur made their first contribution in #858
Full Changelog: 0.7.0...0.8.0