add pointwise sampling distribution class for model comparison #212
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LegrandNico
commented
Jul 2, 2024
LegrandNico
commented
- Add a pointwise HGF distribution, returning log probability for each observation.
- Use squares to plot binary state nodes in the plot_network function.
- Re-write tutorial (2nd part) on reinforcement learning applications with better sampling methods and models.
- The main log methods return pointwise estimates
- All response functions now return surprises, instead of the sum of surprises.
LegrandNico
added
documentation
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Contributes to #194 |
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Codecov ReportAll modified and coverable lines are covered by tests ✅
Additional details and impacted files@@ Coverage Diff @@
## master #212 +/- ##
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+ Coverage 95.02% 95.09% +0.07%
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Files 23 23
Lines 1165 1182 +17
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+ Hits 1107 1124 +17
Misses 58 58 ☔ View full report in Codecov by Sentry. |
LegrandNico
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Aug 9, 2024
…tationalPsychiatry#212) * update the exercises with better sampling functions for model comparison * return pointwise log likelihood by default * add pointwise class for sampling * use square for binary state nodes * rewrite the HGF tutorial * add sphinx exercise in docs requirements
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