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Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R

Results 114 SciMLBenchmarks.jl issues
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For now, I'd take the current ODE Bayesian Parameter estimation benchmarks offline and stop quoting them as up-to date evidence that Julia is currently 3-5 times faster than Stan for...

This pull request changes the compat entry for the `TaylorIntegration` package from `0.14` to `0.14, 0.15` for package DynamicalODE. This keeps the compat entries for earlier versions. Note: I have...

This pull request changes the compat entry for the `ModelingToolkit` package from `8` to `8, 9` for package StiffODE. This keeps the compat entries for earlier versions. Note: I have...

This pull request changes the compat entry for the `ModelingToolkit` package from `8` to `8, 9` for package SimpleHandwrittenPDE. This keeps the compat entries for earlier versions. Note: I have...

This pull request changes the compat entry for the `ModelingToolkit` package from `8` to `8, 9` for package PINNOptimizers. This keeps the compat entries for earlier versions. Note: I have...

This pull request changes the compat entry for the `ModelingToolkit` package from `8` to `8, 9` for package PINNErrorsVsTime. This keeps the compat entries for earlier versions. Note: I have...

This pull request changes the compat entry for the `ModelingToolkit` package from `8` to `8, 9` for package Optimizaton. This keeps the compat entries for earlier versions. Note: I have...

This pull request changes the compat entry for the `ModelingToolkit` package from `8` to `8, 9` for package OptimizationFrameworks. This keeps the compat entries for earlier versions. Note: I have...