taichi_elements
taichi
taichi_elements | taichi | |
---|---|---|
2 | 36 | |
462 | 24,838 | |
4.3% | 0.8% | |
2.7 | 9.1 | |
about 1 month ago | 8 days ago | |
Python | C++ | |
MIT License | Apache License 2.0 |
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taichi_elements
- Taichi Elements: A high-performance multi-material continuum physics engine. Supports sparse grids and (virtually) infinitely large simulation domains
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From molecular simulation to black hole rendering - Taichi-Lang makes life easier for digital content creators
You can use Taichi to create various physics solvers. A typical project is MLS-MPM-based taichi_elements, which enables simulations with one billion particles on a single GPU - the highest precision ever achieved by MPM on a single GPU! And all it takes is about 1,000 lines of code.
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
What are some alternatives?
2d-fluid-simulator - 2D incompressible fluid solver implemented in Taichi.
Halide - a language for fast, portable data-parallel computation
pyasflip - Python implementation of the ASFLIP advection method
dolfinx - Next generation FEniCS problem solving environment
BlenderPythonRenderer - A Python GPU renderer for Blender using the Taichi package
Data-Science-For-Beginners - 10 Weeks, 20 Lessons, Data Science for All!
taichimd - Interactive, GPU-accelerated Molecular Dynamics using the Taichi programming language
difftaichi - 10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)
Cameray - A lens editor and simulator for fun.
open-im-server - IM Chat
awesome-taichi - A curated list of awesome Taichi applications, courses, demos and features.
copilot.vim - Neovim plugin for GitHub Copilot