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Top 4 C++ Autodiff Projects
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Mission : Impossible (AutoDiff)
A concise C++17 implementation of automatic differentiation (operator overloading)
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TemporalSetInversion
Reference implementation for "Temporal Set Inversion for Animated Implicits" (SIGGRAPH 2023)
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
C++ Autodiff discussion
C++ Autodiff related posts
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Mojo might be the biggest thing to happen in programming for decades
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Astray: A performance-portable geodesic ray tracing library.
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dfdx v0.9.0 - nightly convs & transformers, broadcasting/reducing/selecting from any axis, and more!
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Point-to-Point Distance Constraint: Gradient of Forward Kinematics
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Autodiff: Simple C++17 library for Automatic Differentiation
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Index
What are some of the best open-source Autodiff projects in C++? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | autodiff | 1,669 |
| 2 | FastAD | 98 |
| 3 | Mission : Impossible (AutoDiff) | 21 |
| 4 | TemporalSetInversion | 13 |
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