houkensjtu / awesome-taichi Goto Github PK

A curated list of awesome Taichi applications and resources.

• Applications
  • Compiler
  • Image Processing
  • Math
  • Machine Learning
  • Optics
  • Renderer
  • Robotics
  • Simulation
  • Voxel Art
• Courses

• Taichi.js - A JavaScript frontend for Taichi using WebGPU [Demo site].

• Poisson Image Editing - A technique for image fusion without producing artifacts.
• Taichi Procedural Painting - Imitating the painting process by generating images with different brush strokes. A dynamic window shows the comparison between the original image and the generated one.

A Jellyfish-like Demo

Mandelbrot Viewer

Taichi Math Playground

• A Jellyfish-like Demo - Modifications based on the Julia Set to produce jellyfish-like effects.
• Mandelbrot Viewer - Visualization of the Mandelbrot set with Taichi.
• Taichi Math Playground - Some attempts at mathematical visualisation with Taichi.

Machine Learning

• DiffTaichi - Differentiable Programming for Physical Simulation.
• Stannum - Fusing Taichi into PyTorch.

Optics

• Cameray - It is a lens editor and simulator implemented in Taichi.

Renderer

Blender Renderer

A Ray Tracing Demo

Ray Tracing Experiments

Chinoxel

• A Ray Tracing Demo - A ray tracing demo powered by Taichi.
• Blender Renderer - A GPU renderer for prototyping and research written purely in python.
• Chinoxel - Trying to implement Plenoxels using Taichi.
• Differender - Taichi-based differentiable SciVis renderer for PyTorch.
• Ray Tracing Experiment - Parallelized collision detection implemented in Taichi.
• 2D SDF Generation - Generating 2D SDF: a GPU version based on jump flooding algorithm using Taichi.
• Taichi SDF toy - Messing with Taichi voxel challenge renderer in order to "learn" some Python and Taichi.
• Ti-raytrace - A ray-tracing renderer implemented in Taichi.

Robotics

• CPDeform - Code and data for paper Contact Points Discovery for Soft-Body Manipulations with Differentiable Physics at ICLR 2022 (Spotlight).
• PlasticineLab - A Soft-Body Manipulation Benchmark with Differentiable Physics.
• TaichiGAME - A lightweight simulation engine in motion planning and control research fields.

Simulation

2D Fluid Simulator

SandyFluid

Taichi fvm2d fluid ns

• ASFLIP - An MPM method simulation implementing the ASFLIP advection method.
• Ant Colony - A simulation of the ant colony behavior.
• Blender SDF Node Addon - This add-on provides SDF Node System for SDF Rendering and Physics Simulation with SDF Collision.
• Cloth Simulation via Taichi - A cloth simulation using Taichi.
• Computational Fluid Dynamics in Taichi - A collection of CFD related resources for Taichi developers.
• Elastic Interaction of Particles - A simulation of Elastic Interaction of Particles (EIP) implemented in Taichi.
• Graphics lab THSS - Parallelized collision detection on the GPU with a rigid body physics simulator.
• Ink Painting Taichi - A simulation demo of ink paintings.
• John Conway's Game of Life - John Conway's Game of Life written in Taichi.
• Karman Taichi - Karman Taichi is an incompressible fluid solver written in the Taichi programming language.
• Liquid simulation - Using Taichi to create SPH simulation.
• LHCSim - A 3D physics simulation engine based on Taichi.
• MLS MPM CPIC - An implementation of the CPIC (Compatible Particle-in-Cell) method with Taichi Lang, where MLS-MPM and rigid body collision techniques are adopted.
• Mpmsim - An MPM simulator powered by python and taichi for automated design and soft robotics simulation.
• My Taichi Practice - Learning and Practice with Taichi.
• Positon based dynamic with Taichi - Positon based dynamic with Taichi.
• Physics Simulation Learning Using Taichi - Learning physics simulation using Taichi.
• 2D Fluid Simulator - A hard-core CFD (Computational Fluid Dynamics) solver powered by Taichi.
• SandyFluid - A course project for Physically-Based Simulation in Computer Graphics HS21, ETH Zurich.
• SandPile Model - A dynamic sand mound model.
• SPH 2D Taichi - An SPH-based 2D fulid simulation (including WCSPH and PCISPH) implmented with Taichi.
• SPH Taichi - A Taichi implementation of Smooth Particle Hydrodynamics (SPH) simulator.
• Structure factor - Calculating average structure factor from pdb files; implementing CPU-based parallelization using numba and cuda-acceleration by Taichi.
• Taichi Elements - A high-performance multi-material continuum physics engine in Taichi.
• Taichi collisional - An N-body code for star cluster simulations.
• Taichi data factory - Using Taichi's legacy MLS-MPM method for fast fluid sim.
• Taichi flocking - A simple flocking behavior simulation implemented in Taichi.
• Taichi fvm2d fluid ns - An attempt to exploit the potential of Taichi language in the field of computational simulation of compressible fluids by the finite volume method.
• TaichiGraphics2021 - This is the side work to have fun with Taichi Graphics course 2021.
• Taichi HW1 EulerianFluid - An assignment of Taichi Graphics Course.
• TaichiMD - Interactive, GPU-accelerated Molecular (& Macroscopic) Dynamics using the Taichi programming language.
• Taichi PIC - A particle-in-cell (PIC) simulation program used in plasma physics.
• Taichi Titanic 188 - An assignment of Taichi Graphics Course.
• Taichi Tetris - A Tetris game with soft-body simulation implementing the MPM method.

Voxel Art

White Boat & Yellow Duck

Little Night Lamp

Half Broken

• A Tiny Jinya - A voxel model of a traditional building.
• A Potted Tree - An exquisite voxel reproduction of a bonsai tree.
• A Little Red Flower - Making a small red flower with voxel.
• Ambiguous Garage Roof - Front and rear views of the garage roof and the car in the same setting.
• Another World - Replicating the Earth with voxel.
• Bruce Lee - Bruce Lee, inspired by Jennifer Stafford's knitting chart.
• Celestial Shower - An attempt to recreate a game scene using voxels.
• City in 99 lines - Building a procedurally-generated city in 99 lines of Taichi code.
• Cloud City - Simulating a city in the clouds with voxels.
• Dream to be a butterfly - Inspired by Zhuangzi's dream of the butterfly: how lines between reality and dream can be blurred.
• Galaxy - Simulating the solar system with voxels.
• Game Console - A tiny game console made from voxels.
• Hot-air Balloon - A hot air balloon made from multiple small voxel squares.
• Half Broken - Inspired by magical records.
• Kitten - A cute kitty made of voxels.
• LIMBO Styled Cubic Space Division - Inspired by Cubic Space Division.
• Little Night Lamp - A voxel-style night lamp.
• Mahjong - Voxel-style mahjong.
• Mario Theme - How to make Mario mushrooms and eggs by voxels.
• Minecraft-0.8.1 in memory - A Minecraft scene created with voxels.
• Mountain with clouds - Clouds float around the mountain peak, created with voxels.
• Overhead Chicken - A cute chicken made of voxels.
• Panda - A voxel-style panda with a funny facial expression.
• Pokémon - Simulating Pokémon's Poké Balls with voxels.
• Pyramids & Sphinx - Using polyhedrons and ellipses as basic building blocks.
• Rose of Rose Curve - A rose made purely of graceful rose curves.
• Stairs - A staircase ascending to the clouds, composed of voxels.
• Several demos of voxel art - A collection of voxel demos.
• The Girl with a Voxel Earring - Reproducing the famous painting Girl with a Pearl Earring in voxels.
• Tiny White Boat & Giant Yellow Duck - A lovely giant yellow duck and a small white boat, both generated with voxels.
• Voxel Art - The autumn forest made of voxels.
• Voxel Pac-man - Making a Pac-Man with voxels.
• Voxel My Desktop - A cool voxel-style computer desk.
• Voxel Taichi - A voxel-style Taichi logo.
• You are not alone - Using SDF function to create a rabbit and other stuff.

Courses

• GAMES 201: Advanced Physics Engines
• Taichi Graphics Course S1 (Chinese)