PyAutoFit
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rhayes777
PyAutoFit: Classy Probabilistic Programming
When an optimisation runs in a Jupyter notebook visualisations are output. Corner plots from the optimiser are saved to file but not visible in the notebook. Show these corner plots...
Creating the dynasty cornerplot and traceplot is quite computationally expensive and takes multiple seconds. By default, `iterations_per_update` is set to 500 which means that in a very simple example, dynasty...
Executing the global graphical fit in the [summer school notebook for sessions 4 and 5](https://github.com/Jammy2211/precise_observational/blob/main/session_4_5.ipynb) resulted in very high memory use which caused performance issues. This may be due to...
A search applied analysis with a free parameter returns a result list. Current behaviour: The max log likelihood instance for each result in the list is a collection containing the...
The interpolator now works for the CTI use case, here is a simple boiled-down example which is a simplified version of (https://github.com/Jammy2211/autocti_workspace_test/blob/main/temporal/model.py): ``` """ Temporal: Individual Fits ========================= In this...
The following PR adds 2 more `visualize` methods to the `Analysis` object, which specifically visualize quantities before the fit which do not change. https://github.com/rhayes777/PyAutoFit/pull/701 We now have 4 `visualize` methods...
We need an API for combining model linking with multi-analysis fits. The following example has docstrings from line 94 describing the type of linking we need to consider, and what...
https://pip.pypa.io/en/stable/reference/build-system/pyproject-toml/
Adds the Array class which functions as a PriorModel that creates numpy arrays of floats. An array is defined by its shape and a prior. ```python array = af.Array( shape=(2,...
The following example script: https://github.com/Jammy2211/autofit_workspace/blob/main/scripts/searches/start_point.py Produces the following error: ``` Traceback (most recent call last): File "/mnt/c/Users/Jammy/Code/PyAuto/autofit_workspace/scripts/searches/start_point.py", line 141, in result = search.fit(model=model, analysis=analysis) File "/mnt/c/Users/Jammy/Code/PyAuto/PyAutoFit/autofit/non_linear/search/abstract_search.py", line 582, in fit...