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Fix differential equation tutorial not converging #592

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@penelopeysm penelopeysm commented Mar 24, 2025

Closes #588 by reducing the amount of random noise in the synthetic data, and also making the priors in the model more strongly peaked on the ground truth. (I suppose that this is a bit of a cheat and ideally we'd sample more, but the docs already take a long time to run.)

Before: https://turinglang.org/docs/tutorials/bayesian-differential-equations/
After: https://turinglang.org/docs/pr-previews/592/tutorials/bayesian-differential-equations/

@penelopeysm penelopeysm force-pushed the py/fix-differential-equations branch from 026a22c to 67d9439 Compare March 24, 2025 16:45
@penelopeysm penelopeysm marked this pull request as draft March 24, 2025 16:45
Base automatically changed from py/0.37 to main March 25, 2025 12:19
@penelopeysm penelopeysm force-pushed the py/fix-differential-equations branch from c1b084f to 20d3031 Compare March 25, 2025 18:08
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Preview the changes: https://turinglang.org/docs/pr-previews/592
Please avoid using the search feature and navigation bar in PR previews!

@penelopeysm penelopeysm requested a review from yebai March 25, 2025 18:39
@penelopeysm penelopeysm marked this pull request as ready for review March 25, 2025 18:40
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ODE example does not converge to true solution.
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