faster-python-with-taichi
taichi
Our great sponsors
| faster-python-with-taichi | taichi | |
|---|---|---|
| 3 | 36 | |
| 79 | 24,739 | |
| - | 1.2% | |
| 0.0 | 9.1 | |
| over 1 year ago | 3 days ago | |
| Python | C++ | |
| - | Apache License 2.0 |
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.
faster-python-with-taichi
-
Faster reaction-diffusion simulation in Python
The source code is here. Reaction-diffusion is the third example in the repo, apart from the other two cases where the package speeds up Python code. I also wrote a detailed explanation and you can skip to the third example.
-
Accelerate Python code 100x by import taichi as ti
You can refer to the source code of three examples comparing Taichi with Python here.
-
Accelerate Python code 100x using Taichi Lang
A shortcut to the source code of the three cases: https://github.com/taichi-dev/faster-python-with-taichi.
taichi
-
This Week In Python
taichi – Productive, portable, and performant GPU programming in Python
- Taichi: Accessible GPU programming, embedded in Python
-
The GIL can now be disabled in Python's main branch
ETH Zurich is using it for their physics sim courses, University of Utah is using it for simulations (SIGGRAPH 2022), OPPO (they make smart devices running Android), Kuaishou uses it for liquid and gas simulation on GPUs. Lots of GPU accelerated sim stuff.
https://www.researchgate.net/publication/337118128_Taichi_a_...
- Julia and Mojo (Modular) Mandelbrot Benchmark
-
Taichi v1.5.0 Released! See what's new👇
Check our the realease note (https://github.com/taichi-dev/taichi/releases) for more improvements.
-
You Don't Know Jax
I've recently started using Taichi (https://taichi-lang.org/) for numerical codes and the fact it doesn't try to trick you into thinking it's numpy is a nice "feature". ;)
- How can I get into this type of animation with programming?
-
Taichi v1.4.0 released!
Taichi v1.4.0 is released! See what's new: - Taichi AOT, along with a native Taichi Runtime library: Native applications can now load compiled AOT modules and launch Taichi kernels without a Python interpreter. - Taichi ndarray: An array object that holds contiguous multi-dimensional data to allow easy data exchange with external libraries. - Dynamic index: Use variable indices whenever necessary on all backends without affecting the performance of those matrices with only constant indices. See deprecation and more improvements in the release note.
-
Is Nvidia CUDA Used in VFX Software Tools?
Oh, then if you're not already tied to any particular VFX software, I might as well recommend Taichi again.
-
Marching squares algorithm implemented with Taichi: Struct Taichi fields and dynamic SNodes are used to represent line segments, and linear interpolation applied to smoothen the boundaries.
It's an upgrade of a basic version. See changes to the source code here: https://github.com/taichi-dev/taichi/pull/6851
What are some alternatives?
Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Halide - a language for fast, portable data-parallel computation
taichi_benchmark
dolfinx - Next generation FEniCS problem solving environment
Pyjion - Pyjion - A JIT for Python based upon CoreCLR
Data-Science-For-Beginners - 10 Weeks, 20 Lessons, Data Science for All!
difftaichi - 10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)
open-im-server - IM Chat
copilot.vim - Neovim plugin for GitHub Copilot
qinglong - 支持 Python3、JavaScript、Shell、Typescript 的定时任务管理平台（Timed task management platform supporting Python3, JavaScript, Shell, Typescript）
codon - A high-performance, zero-overhead, extensible Python compiler using LLVM
QuestDB - An open source time-series database for fast ingest and SQL queries