pyenv-win
Pytorch
pyenv-win | Pytorch | |
---|---|---|
37 | 340 | |
4,034 | 78,016 | |
4.1% | 1.4% | |
6.8 | 10.0 | |
3 days ago | 6 days ago | |
VBScript | Python | |
MIT License | BSD 1-Clause License |
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.
pyenv-win
- Windows 上利用 VBScript 取得 junction point 的真實路徑
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Managing python projects like a pro!
Run the below command in the powershell, if you find this blog post to be too old, please follow the steps in the official repository of pyenv-win.
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My PATH got messed up and not sure how to fix it
Looks like it’s an open issue with pyenv-win https://github.com/pyenv-win/pyenv-win/issues/469
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Dev Stuff Distracting Me From Article Writing
What made this weird was the inconsistency between *NIX and Windows systems. On Windows the Python Launcher is used. This allows you to switch between different Python versions which are registered in the Windows Registry via PEP514 logic. Unfortunately, one of the popular implementations, PyPy, didn't have great support for it. On *NIX systems pyenv made this easy, while on Windows pyenv-win exists but it's currently not able to pull the PyPy mirrors. I wanted a more simplistic way to integrate PyPy into Windows for easy Python Launcher integration. So I started to do something really crazy: write Powershell.
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Getting started with Python and Playwright
We then use pyenv which is a command line tool used to manage multiple versions of Python. This is useful if you are working on multiple projects that use different versions of Python. Check out the GitHub readme of the 'pyenv' project for more information on how to install it on your operating system. For windows check out pyenv-win or you can use venv Python's Built-in Virtual Environment.
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Script does...nothing
I have tried my best to research this issue and have not come up with much. It is obvious that its a backend issue right? The guides that I used https://github.com/bmaltais/kohya_ss and https://github.com/pyenv-win/pyenv-win/
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Installing Python via Windows Store
IMO I prefer pyenv. There is a pywinenv https://github.com/pyenv-win/pyenv-win. Lets you set up multiple python installs with less probability of screwing then up
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How to Install AnkiBrain
The problem seemed to be that powershell won't run scripts by default. https://github.com/pyenv-win/pyenv-win/issues/289 This person had the same issue as me when installing pyenv. After fixing the execution policy the windows installer ran fine. However when I run anki it crashes after a few seconds.
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Why not tell people to “simply” use pyenv, poetry or anaconda
I've had success using pyenv on Mac and Linux. If I had to use Windows, I'd probably try pyenv-win [0].
I have run into issues trying to use packages that were available for one platform but not another, due to native code, etc. Most of the time I could find a pure Python alternative, but not always. This can lead to using containers, which adds complexity, which is a drawback because one of the advantages of Python to me is the simplicity (assuming you have something like pyenv).
I've used Poetry in the past, but it added enough complexity/overhead that I probably won't again.
I've had some success putting a line in a README for an internal tool that other devs can use to pip install from a Git repo. Again, assuming you have pyenv or the like, starting from a clean venv and pip install from Git seems to be pretty straightforward.
[0] - https://github.com/pyenv-win/pyenv-win
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Is it safe to update Python to 3.8 for automatic1111? I have other things require 3.8
Or https://github.com/pyenv-win/pyenv-win
Pytorch
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Clasificador de imágenes con una red neuronal convolucional (CNN)
PyTorch (https://pytorch.org/)
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AI enthusiasm #9 - A multilingual chatbot📣🈸
torch is a package to manage tensors and dynamic neural networks in python (GitHub)
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Einsum in 40 Lines of Python
PyTorch also has some support for them, but it's quite incomplete and has many issues so that it is basically unusable. And its future development is also unclear. https://github.com/pytorch/pytorch/issues/60832
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Library for Machine learning and quantum computing
TensorFlow
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My Favorite DevTools to Build AI/ML Applications!
TensorFlow, developed by Google, and PyTorch, developed by Facebook, are two of the most popular frameworks for building and training complex machine learning models. TensorFlow is known for its flexibility and robust scalability, making it suitable for both research prototypes and production deployments. PyTorch is praised for its ease of use, simplicity, and dynamic computational graph that allows for more intuitive coding of complex AI models. Both frameworks support a wide range of AI models, from simple linear regression to complex deep neural networks.
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penzai: JAX research toolkit for building, editing, and visualizing neural nets
> does PyTorch have a similar concept
of course https://github.com/pytorch/pytorch/blob/main/torch/utils/_py...
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Tinygrad: Hacked 4090 driver to enable P2P
fyi should work on most 40xx[1]
[1] https://github.com/pytorch/pytorch/issues/119638#issuecommen...
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The Elements of Differentiable Programming
Sure, right here: https://github.com/pytorch/pytorch/blob/main/torch/autograd/...
Here's the documentation: https://pytorch.org/tutorials/intermediate/forward_ad_usage....
> When an input, which we call “primal”, is associated with a “direction” tensor, which we call “tangent”, the resultant new tensor object is called a “dual tensor” for its connection to dual numbers[0].
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Functions and operators for Dot and Matrix multiplication and Element-wise calculation in PyTorch
*My post explains Dot, Matrix and Element-wise multiplication in PyTorch.
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Dot vs Matrix vs Element-wise multiplication in PyTorch
In PyTorch with @, dot() or matmul():
What are some alternatives?
pyenv-virtualenv - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv)
Flux.jl - Relax! Flux is the ML library that doesn't make you tensor
pyenv - Simple Python version management
mediapipe - Cross-platform, customizable ML solutions for live and streaming media.
mise - dev tools, env vars, task runner
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
Poetry - Python packaging and dependency management made easy
flax - Flax is a neural network library for JAX that is designed for flexibility.
hygeia - Python toolchain manager 🐍
tinygrad - You like pytorch? You like micrograd? You love tinygrad! ❤️ [Moved to: https://github.com/tinygrad/tinygrad]
flakehell - Flake8 wrapper to make it nice, legacy-friendly, configurable.
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