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taichi reviews and mentions
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Programming language for high performance simulations. Is there anything like this already?
What level of simulation are you thinking? If it's low-level (rigid body physics, soft body physics, fluid, etc.) there's (taichi)[https://github.com/taichi-dev/taichi], which turns (a subset of) Python into high perf gpu code.
- Taichi: Python based parallel programming for everyone
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Top 10 trending github repos of the week🚽.
Tutorial | Examples | Forum Documentation | 简体中文文档 | Contributor Guidelines
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Fluid simulation in c++
Personally, with projects like this, I prototype in a higher level language like python and if the performance is insufficient move to a lower level language for the final implementation. Libraries like Taichi let you write fast python code for simulations.
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A new software
I see more and more Pythonic solvers due to JIT and similar techniques (Disclaimer: I don't use them to make solvers). This is an old diagram what you can use in your implementation. As I use Kokkos for two of my projects, I find attractive this new pykokkos thing. But there are specific libraries (dialects?) for numerics: like Taichi, Fenics and DOLFINx, etc.
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Top 10 Trending GitHub Repositories
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- Taichi: High performance, sparse, differentiable graphics language
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taichi-dev/taichi is an open source project licensed under Apache License 2.0 which is an OSI approved license.
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