taichi.js
pyasflip
| taichi.js | pyasflip | |
|---|---|---|
| 3 | 1 | |
| 417 | 150 | |
| - | - | |
| 6.2 | 4.1 | |
| 12 months ago | 4 months ago | |
| TypeScript | Python | |
| - | Apache License 2.0 |
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taichi.js
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Deep Learning in JavaScript
FWIW also taichi is quite popular in python and seems has some javascript related implementation (I haven't used it though), taichi.js [0]
[0] https://github.com/AmesingFlank/taichi.js
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How does Taichi differ from PyTorch? They are different in every sense!
The independent compilation and execution leaves Taichi with more possibilities. Though embedded in Python, Taichi is not Python-specific. In fact, our community developer AmesingFlank is working on a Javascript frontend. You can check out some cool preliminary demos in the taichi.js github repo.
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From molecular simulation to black hole rendering - Taichi-Lang makes life easier for digital content creators
Taichi.js is a powerful project that adds a JS frontend to Taichi and compiles Taichi to WASM with Emscripten, allowing users to transform Javascript functions into WebGPU compute shaders for massive parallelization. If your browser supports WebGPU, you can try it out on Playground | taichi.js.
pyasflip
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From molecular simulation to black hole rendering - Taichi-Lang makes life easier for digital content creators
Another notable project is PyASFLIP by Raymond, showcasing a multi-scale model for coupling strands with shear-dependent liquid. You can refer to the paper accepted by SIGGRAPH 2021 for details.
What are some alternatives?
2d-fluid-simulator - 2D incompressible fluid solver implemented in Taichi.
Fast-Poisson-Image-Editing - A fast poisson image editing implementation that can utilize multi-core CPU or GPU to handle a high-resolution image input.
examples - A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
taichi_elements - High-performance multi-material continuum physics engine in Taichi
taichimd - Interactive, GPU-accelerated Molecular Dynamics using the Taichi programming language
LBM_Taichi - Fluid solver based on Lattice Boltzmann method implemented by taichi programming language
BlackHoleRayMarching
Cameray - A lens editor and simulator for fun.
ray-tracing-one-weekend-taichi - A fast python implementation of Ray Tracing in One Weekend using python and Taichi