taichi.js
difftaichi
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about 1 year ago | 8 months ago | |
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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.
difftaichi
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A parallel programming language embedded in Python I created to lower barriers for digital content creators
A bit unrelated but what would you call the learning algorithm on this example?. Its like a neural network controller but im not sure. I want to read up on it, seems pretty cool
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From molecular simulation to black hole rendering - Taichi-Lang makes life easier for digital content creators
DiffTaichi, which optimizes robots' movements, is an early-stage trial of Taichi's AutoDiff feature:
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Top 10 Trending GitHub Repositories
Advanced features of Taichi include spatially sparse computing and differentiable programming [examples].
What are some alternatives?
2d-fluid-simulator - 2D incompressible fluid solver implemented in Taichi.
taichi - Productive, portable, and performant GPU programming in Python.
pyasflip - Python implementation of the ASFLIP advection method
moose - Multiphysics Object Oriented Simulation Environment
examples - A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
taichi_elements - High-performance multi-material continuum physics engine in Taichi
Awesome-Linux-Software - A list of awesome applications, software, tools and other materials for Linux distros. [Moved to: https://github.com/luong-komorebi/Awesome-Linux-Software]
taichimd - Interactive, GPU-accelerated Molecular Dynamics using the Taichi programming language
community - Netdata-powered applications and examples. For the community, by the community.
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.
30-seconds-of-code - Short code snippets for all your development needs