Pyabc

Latest version: v0.12.12

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0.10.2

-------------------

* Update CI test system: latest Ubuntu, python 3.8, simplify R build (296).
* Add weights logging to adaptive distances (295).
* Migrate CI tests to GitHub Actions for speed-up, reliability and
maintainability (297, 298).

0.10.1

-------------------

* Allow separate calibration population sizes, slightly reformulate
PopulationStrategy class (278).
* Allow specifying initial weights for adaptive distances, then without
sampling from the prior (279).
* Check PEtab test suite in tests (281).

0.10

...........

0.10.0

-------------------

* Exact inference via stochastic acceptor finalized and tested (developed
throughout the 0.9 series).
* Support basic PEtab functionality using AMICI ODE simulations (268).
* Various error fixes (265, 267).
* Log number of processes used by multiprocessing samplers (263).
* Implement pyabc.acceptor.ScaledPDFNorm (269).
* Implement list population size (274, 276).
* On history loading, automatically find an id of a successful run (273).

0.9.26

-------------------

* Add optional check whether database is non-existent, to detect typos.
* Set lower bound in 1-dim KDEs to <= 0 to not wrongly display near-uniform
distributions. (both 257)
* Implement redis password protection for sampler and manage routine (256).
* Make samplers available in global namespace (249).
* Implement ListTemperature (248).
* Allow plotting the relative ESS (245).
* Allow resampling of weighted particles (244).
* Fix ABCSMC.load with rpy2 (242).

0.9.25

-------------------

* Add summary statistics callback plot function (231).
* Add possibility to log employed norms in StochasticAcceptor (231) and
temperature proposals in Temperature (232).
* Implement optional early stopping in the MulticoreEvalParallelSampler and
the SingleCoreSampler, when a maximum simulation number is exceeded
(default behavior untouched).
* Log stopping reason in ABCSMC.run (all 236).
* Implement Poisson (237) and negative binomial (239) stochastic kernels.
* Enable password protection for Redis sampler (238).
* Fix scipy deprecations (234, 241).

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