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release 0.3.0 (#1058)
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* major release commit

* Update CHANGELOG.rst

---------

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
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PaulJonasJost and yannikschaelte committed May 2, 2023
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36 changes: 35 additions & 1 deletion CHANGELOG.rst
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=============


0.3 series
..........


0.3.0 (2023-05-02)
-------------------

New functionalities compared to 0.2.0:

* **New supported data types for parameter estimation:**
* ordinal data
* censored data
* unbounded parameter optimization
* **New optimization approaches:**
* Hierarchical optimization
* Spline approximation
* **New optimizers**: CMA-ES, Enhanced Scatter Search, Fides, NLopt, SACESS, SciPy Differential Evolution
* **New samplers:** Emcee, Dynesty, Pymc v4
* **New Objectives:** Aesara objective, Julia objective, Jax objective
* **Ensemble analysis**
* **Model selection**
* **Predictions**
* **Hdf5 Storage**

Not supported functionalities and versions compared to 0.2.0:

* **Removed Python 3.8 and older support**
* **Pymc (v3)**
* **Removed Theano objective**
* **Changed parameter indexing from boolean to int in profiling routines**




0.2 series
..........


0.2.17 (2023-03-25)
0.2.17 (2023-05-02)
-------------------

* Optimize:
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2 changes: 1 addition & 1 deletion pypesto/version.py
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__version__ = "0.2.17"
__version__ = "0.3.0"

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