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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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I tried making the upgrade in https://buildkite.com/julialang/scimlbenchmarks-dot-jl/builds/1979#018cf2d4-85a3-4898-aa0b-323e7e29da01 and https://github.com/SciML/SciMLBenchmarks.jl/pull/827, but everything crashed and burned. Maybe @staticfloat / @thazhemadam can help? ## List of Benchmarks Ticked ones don't throw error https://buildkite.com/julialang/scimlbenchmarks-dot-jl/builds/1986...

**Describe the bug 🐞** The results of the [Simple Interval Rootfinding](https://docs.sciml.ai/SciMLBenchmarksOutput/dev/IntervalNonlinearProblem/simpleintervalrootfind/) benchmark claim a 33x speed-up compared to the MATLAB solver, however the conditions of the benchmark were not the...

bug

This pull request changes the compat entry for the `PowerModels` package from `0.19` to `0.19, 0.20` for package OptimizationFrameworks. This keeps the compat entries for earlier versions. Note: I have...

This pull request changes the compat entry for the `RecursiveArrayTools` package from `2.5` to `2.5, 3` for package ParameterEstimation. This keeps the compat entries for earlier versions. Note: I have...

This pull request changes the compat entry for the `RecursiveArrayTools` package from `2.38` to `2.38, 3` for package HybridJumps. This keeps the compat entries for earlier versions. Note: I have...

This pull request changes the compat entry for the `RecursiveArrayTools` package from `2.5` to `2.5, 3` for package BayesianInference. This keeps the compat entries for earlier versions. Note: I have...

This pull request changes the compat entry for the `NonlinearSolve` package from `1, 2` to `1, 2, 3` for package ComplicatedPDE. This keeps the compat entries for earlier versions. Note:...

This can be clearly seen from the output here: https://docs.sciml.ai/SciMLBenchmarksOutput/stable/DynamicalODE/single_pendulums/#Solving-single-pendulums-by-DifferentialEquations.jl

bug

This pull request changes the compat entry for the `DomainSets` package from `0.6` to `0.6, 0.7` for package StiffODE. This keeps the compat entries for earlier versions. Note: I have...