taichi.js
Fast-Poisson-Image-Editing
taichi.js | Fast-Poisson-Image-Editing | |
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3 | 1 | |
419 | 227 | |
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6.2 | 0.0 | |
almost 1 year ago | over 1 year ago | |
TypeScript | Python | |
- | MIT License |
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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.
Fast-Poisson-Image-Editing
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From molecular simulation to black hole rendering - Taichi-Lang makes life easier for digital content creators
Poisson Image Editing (PĂ©rez et al) is a frequently cited paper. Trinkle23897 and shawnchan2014 implemented this classic algorithm with Taichi as the backend:
What are some alternatives?
2d-fluid-simulator - 2D incompressible fluid solver implemented in Taichi.
pyasflip - Python implementation of the ASFLIP advection method
ray-tracing-one-weekend-taichi - A fast python implementation of Ray Tracing in One Weekend using python and Taichi
examples - A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
difftaichi - 10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)
taichi_elements - High-performance multi-material continuum physics engine in Taichi
awesome-taichi - A curated list of awesome Taichi applications, courses, demos and features.
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
tolc-demo - Demo to show a typical usecase for tolc
BlenderPythonRenderer - A Python GPU renderer for Blender using the Taichi package