taichi_elements vs difftaichi

taichi_elements

High-performance multi-material continuum physics engine in Taichi (by taichi-dev)

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difftaichi

10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020) (by taichi-dev)

differentiable-programming Taichi Simulation Robotics Graphics GPU

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taichi_elements		difftaichi
	Project
2	Mentions	3
462	Stars	2,398
4.3%	Growth	0.8%
2.7	Activity	3.7
about 1 month ago	Latest Commit	7 months ago
Python	Language
MIT License	License	-

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

taichi_elements

Posts with mentions or reviews of taichi_elements. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-07-28.

Taichi Elements: A high-performance multi-material continuum physics engine. Supports sparse grids and (virtually) infinitely large simulation domains
1 project | /r/taichi_lang | 29 Nov 2022
From molecular simulation to black hole rendering - Taichi-Lang makes life easier for digital content creators
17 projects | /r/u_yuanming-hu | 28 Jul 2022

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.

difftaichi

Posts with mentions or reviews of difftaichi. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-07-29.

A parallel programming language embedded in Python I created to lower barriers for digital content creators
2 projects | /r/Python | 29 Jul 2022

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
From molecular simulation to black hole rendering - Taichi-Lang makes life easier for digital content creators
17 projects | /r/u_yuanming-hu | 28 Jul 2022

DiffTaichi, which optimizes robots' movements, is an early-stage trial of Taichi's AutoDiff feature:
Top 10 Trending GitHub Repositories
18 projects | dev.to | 23 Apr 2021

Advanced features of Taichi include spatially sparse computing and differentiable programming [examples].

What are some alternatives?

When comparing taichi_elements and difftaichi you can also consider the following projects:

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

BlenderPythonRenderer - A Python GPU renderer for Blender using the Taichi package

taichimd - Interactive, GPU-accelerated Molecular Dynamics using the Taichi programming language

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Cameray - A lens editor and simulator for fun.

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.