New interface for sampling#300

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vfisikop wants to merge 12 commits intoGeomScale:developfrom

vfisikop:new_sampling_interface

Commits on Sep 10, 2024

New interface for sampling. Function is parameterized by walk and distribution. Added support for basic uniform samplers.
vfisikop
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New interface for sampling. Function is parameterized by walk and distribution. Added support for gaussian and exponential distributions
vfisikop
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New interface for sampling. Function is parameterized by walk and distribution. Added support for logconcave distributions (reflected hmc & nuts samplers)
vfisikop
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New interface for sampling. Function is parameterized by walk and distribution. Added support for logconcave distributions (crhmc)
vfisikop
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Support for constraint problem in sample_points
vfisikop
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Add UL walk to new interface
vfisikop
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Testing uniform (not finished)
vfisikop
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Fix errors in sample_points
vfisikop
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Sample with MT output
vfisikop
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Activate all examples
vfisikop
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Fix dependent template error
vfisikop
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Simplify sample_points and use NT template instead of double in distribution classes
vfisikop
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