Data-Science-For-Beginners
taichi
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Data-Science-For-Beginners | taichi | |
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15 | 36 | |
26,230 | 24,705 | |
1.9% | 1.0% | |
6.5 | 9.4 | |
20 days ago | 8 days ago | |
Jupyter Notebook | C++ | |
MIT License | Apache License 2.0 |
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Data-Science-For-Beginners
- How do I reset my career after already getting my masters?
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Free curriculums to learn and teach
Data Science for beginners: https://github.com/microsoft/Data-Science-For-Beginners
- Ranqueiem minha experiência empregatícia fake
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Looking for buddy/mentor to study ML/datascience, with some focus on practical skills like cloud training and deployment
I’m looking for a buddy to study the materials from these 2 Microsoft courses (or at least similar topics): - DS4Beginners - ML4Beginners
- Top 10 trending github repos of the week🚽.
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Top 10 trending github repos of the week💜.
View on GitHub
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Free Data Science for Beginners curriculum on GitHub
Different types of data, as well as Python libraries like Pandas for doing more with your data and all about visualizations to make sense of your data.
taichi
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This Week In Python
taichi – Productive, portable, and performant GPU programming in Python
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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
- Codon: A high-performance Python compiler
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Paralell computing project
Do you need to use a graphics API like Vulkan, or does another compute API like OpenCL or AMD's HIP fit the bill better? Maybe even something like Taichi? If you just want to run things in parallel on the GPU there are other options that hold your hand a bit more.
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Python 3.11 is much faster than 3.8
I would love to see the OP benchmarks with Taichi applied: https://github.com/taichi-dev/taichi
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Build a simple 2D physics engine for JavaScript games
You should check out taichi: https://github.com/taichi-dev/taichi They have a ton of great demos for doing physics but check out this example in particular for something related to your project: https://github.com/taichi-dev/quantaichi#game-of-life-gol. (Taichi also makes it super easy to write things for the GPU and the kernels are differentiable :).)
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Accelerate Python code 100x by import taichi as ti
Source code of Taichi: https://github.com/taichi-dev/taichi
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Accelerate Python code 100x using Taichi Lang
If you are interested, join the Taichi community: https://github.com/taichi-dev/taichi. Any contribution & feedback is welcome!
- A parallel programming language embedded in Python I created to lower barriers for digital content creators
What are some alternatives?
Halide - a language for fast, portable data-parallel computation
dolfinx - Next generation FEniCS problem solving environment
ML-For-Beginners - 12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
difftaichi - 10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)
semi-design - 🚀A modern, comprehensive, flexible design system and React UI library. 🎨 Provide more than 2800+ Design Tokens, easy to build your design system. Make Semi Design to Any Design. 🧑🏻💻 Design to Code in one click
copilot.vim - Neovim plugin for GitHub Copilot
open-im-server - IM Chat
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
appsmith.
QuestDB - An open source time-series database for fast ingest and SQL queries