taichi
2d-fluid-simulator
taichi | 2d-fluid-simulator | |
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36 | 2 | |
24,803 | 90 | |
0.7% | - | |
9.1 | 4.6 | |
16 days ago | 11 days ago | |
C++ | Python | |
Apache License 2.0 | - |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
taichi
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This Week In Python
taichi โ Productive, portable, and performant GPU programming in Python
- Taichi: Accessible GPU programming, embedded in Python
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The GIL can now be disabled in Python's main branch
ETH Zurich is using it for their physics sim courses, University of Utah is using it for simulations (SIGGRAPH 2022), OPPO (they make smart devices running Android), Kuaishou uses it for liquid and gas simulation on GPUs. Lots of GPU accelerated sim stuff.
https://www.taichi-lang.org/
https://www.researchgate.net/publication/337118128_Taichi_a_...
https://github.com/taichi-dev/taichi
- Julia and Mojo (Modular) Mandelbrot Benchmark
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Taichi v1.5.0 Released! See what's new๐
Check our the realease note (https://github.com/taichi-dev/taichi/releases) for more improvements.
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You Don't Know Jax
I've recently started using Taichi (https://taichi-lang.org/) for numerical codes and the fact it doesn't try to trick you into thinking it's numpy is a nice "feature". ;)
- How can I get into this type of animation with programming?
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Taichi v1.4.0 released!
Taichi v1.4.0 is released! See what's new: - Taichi AOT, along with a native Taichi Runtime library: Native applications can now load compiled AOT modules and launch Taichi kernels without a Python interpreter. - Taichi ndarray: An array object that holds contiguous multi-dimensional data to allow easy data exchange with external libraries. - Dynamic index: Use variable indices whenever necessary on all backends without affecting the performance of those matrices with only constant indices. See deprecation and more improvements in the release note.
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Is Nvidia CUDA Used in VFX Software Tools?
Oh, then if you're not already tied to any particular VFX software, I might as well recommend Taichi again.
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Marching squares algorithm implemented with Taichi: Struct Taichi fields and dynamic SNodes are used to represent line segments, and linear interpolation applied to smoothen the boundaries.
It's an upgrade of a basic version. See changes to the source code here: https://github.com/taichi-dev/taichi/pull/6851
2d-fluid-simulator
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From molecular simulation to black hole rendering - Taichi-Lang makes life easier for digital content creators
Another beautiful project I want to share with you here is 2d-fluid-simulator contributed by a user from Japan, takah29, based on the finite difference method:
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What would be the best library to build 2D simulations in python?
I find it very useful for physical simulation and visualization. And personally I was impressed by a 2D fluid simulation project https://github.com/takah29/2d-fluid-simulator enabled by Taichi (Hope it can give you some inspiration as well). If you encounter any problems during implementation, you can consult its doc site (https://docs.taichi-lang.org/docs/) or even ask its creator u/yuanming-hu directly
What are some alternatives?
Halide - a language for fast, portable data-parallel computation
taichi_elements - High-performance multi-material continuum physics engine in Taichi
dolfinx - Next generation FEniCS problem solving environment
LBM_Taichi - Fluid solver based on Lattice Boltzmann method implemented by taichi programming language
Data-Science-For-Beginners - 10 Weeks, 20 Lessons, Data Science for All!
difftaichi - 10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)
BlenderPythonRenderer - A Python GPU renderer for Blender using the Taichi package
open-im-server - IM Chat
taichimd - Interactive, GPU-accelerated Molecular Dynamics using the Taichi programming language
copilot.vim - Neovim plugin for GitHub Copilot
Cameray - A lens editor and simulator for fun.