PlasticineLab
taichi.js
| PlasticineLab | taichi.js | |
|---|---|---|
| 1 | 3 | |
| 122 | 419 | |
| - | - | |
| 0.0 | 6.2 | |
| about 1 year ago | 12 months ago | |
| Python | TypeScript | |
| - | - |
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PlasticineLab
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From molecular simulation to black hole rendering - Taichi-Lang makes life easier for digital content creators
PlasticineLab: A new differentiable physics benchmark, which includes a diverse collection of soft body manipulation tasks:
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.
What are some alternatives?
2d-fluid-simulator - 2D incompressible fluid solver implemented in Taichi.
difftaichi - 10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)
pyasflip - Python implementation of the ASFLIP advection method
taichi_elements - High-performance multi-material continuum physics engine in Taichi
examples - A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
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.
BlackHoleRayMarching
taichimd - Interactive, GPU-accelerated Molecular Dynamics using the Taichi programming language