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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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This pull request changes the compat entry for the `Turing` package from `0.28, 0.30` to `0.28, 0.30, 0.31` for package BayesianInference. This keeps the compat entries for earlier versions. Note:...

Add a new surrogates benchmark!

This pull request changes the compat entry for the `MethodOfLines` package from `0.9, 0.10` to `0.9, 0.10, 0.11` for package StiffODE. This keeps the compat entries for earlier versions. Note:...

This pull request changes the compat entry for the `MethodOfLines` package from `0.9` to `0.9, 0.11` for package SimpleHandwrittenPDE. This keeps the compat entries for earlier versions. Note: I have...

This pull request changes the compat entry for the `MethodOfLines` package from `0.9` to `0.9, 0.11` for package MethodOfLinesPDE. This keeps the compat entries for earlier versions. Note: I have...

https://github.com/JuliaSmoothOptimizers/CUTEst.jl is a set of nonlinear optimization problems. We should use those to setup benchmarks between the optimizers, splitting between constrained and unconstrained and using as many optimizers as possible...

This pull request changes the compat entry for the `CairoMakie` package from `0.11` to `0.11, 0.12` for package NonlinearProblem. This keeps the compat entries for earlier versions. Note: I have...

These tests depend on a couple proprietary repositories: - JuliaSimCompilerRuntime.jl - JuliaSimCompiler.jl @thazhemadam, can you set it up so we can run with these dependencies? Does it taking more than...

This pull request changes the compat entry for the `PiecewiseDeterministicMarkovProcesses` package from `0.0.7` to `0.0.7, 0.0.8` for package Jumps. This keeps the compat entries for earlier versions. Note: I have...

This pull request changes the compat entry for the `PiecewiseDeterministicMarkovProcesses` package from `0.0.7` to `0.0.7, 0.0.8` for package HybridJumps. This keeps the compat entries for earlier versions. Note: I have...