coremltools
winget-pkgs
coremltools | winget-pkgs | |
---|---|---|
11 | 98 | |
4,063 | 8,029 | |
1.3% | 1.2% | |
8.7 | 10.0 | |
11 days ago | 3 days ago | |
Python | PowerShell | |
BSD 3-clause "New" or "Revised" License | MIT 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.
coremltools
- CoreML commit from Apple mentions iOS17 exclusive features
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Lisa Su Saved AMD. Now She Wants Nvidia's AI Crown
Instead of trying to integrate the whole stack of, say, pytorch, Apple's primary approach has been converting models to work with Apple's stack.
https://github.com/apple/coremltools
Clearly no one is going to be doing training or even fine tuning on Apple hardware at any scale (it competes at the low end, but at scale you invariably will be using nvidia hardware), but once you have a decent model it's a robust way of using it on Apple devices.
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Stable Diffusion for M1 iPad
There is one guy who was able to run it on iOS. See this thread for more information. Basically, the idea is to convert torch models to CoreMl. Only the CLIP tokenizer's implementation is currently missing. I guess this guy will keep modifications private, but he is trying to optimize model for lower RAM requirements.
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MacBook Pro 14” M1 Pro (worth buying for programming)
Afaik (correct me if I’m wrong) both PyTorch and tensorflow only use the gpu when training and not the neural engine. I think the neural engines can be used for inference if the model is in the CoreML format (https://github.com/apple/coremltools)
- Is it possible to convert a yolov5 model to a CoreML/.mlmodel to work in an IOS app?
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ML model conversion
CoreML Tools
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Supreme Court, in a 6–2 ruling in Google v. Oracle, concludes that Google’s use of Java API was a fair use of that material
And Python.
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Apple’s New M1 Chip is a Machine Learning Beast
There's literally an Apple provided tool, called [coremltools[(https://github.com/apple/coremltools) to convert many common PyTorch and TensorFlow models to CoreML.
winget-pkgs
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FFmpeg 7.0 Released
7.0 is now available: https://github.com/microsoft/winget-pkgs/pull/147886
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Packaging up NVIDIA driver updates...
I researched this for a WinGet thing: https://github.com/microsoft/winget-pkgs/pull/110618
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2 spaces? 4 spaces? One tab?
Ah, reminds me of that time I requested a .editorconfig file in a Microsoft repo: https://github.com/microsoft/winget-pkgs/issues/329
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MS and Windows gets a lot of (well deserved) hate, but winget is just fantastic!
Take dropbox as an example. This is what the yaml manifest looks like for that if you install it through winget. It literally has a hardcoded link to an .exe installer hosted by dropbox and then just set the flags to silent. I am not spreading misinformation, you are.
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Windows is the malware compatibility layer for everything
It's not quite the same though, as there are different considerations when using a repository of things a unified group has decided should be included and built (or slightly modified existing) packages for and a repo where anyone can submit a package that will go through some level of vetting. In the end I still believe most this discussion is really about individuals and how much trust they apply towards different groups and sources and is not really about Linux or Windows in particular as much.
1: https://github.com/microsoft/winget-pkgs
- PowerToys Release 0.71
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installed from winget, where is it located?
I never used winget, but probably: - https://github.com/microsoft/winget-pkgs/issues/107858 - https://github.com/Genymobile/scrcpy/issues/4027
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The Unreasonable Effectiveness of VLC - A Comprehensive Exploration of a Multimedia Powerhouse
It's probably not on the Store, winget pulls from both the Store and a community collection of manifests on GitHub: https://github.com/microsoft/winget-pkgs
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Seven.zip
I think that's part of the problem, if you don't have that package manager to bootstrap your signature key ring, DNS is your next best bootstrap. It is, of course, a terrible bootstrap for trust, but it is one so many users on Windows have been relying on for such a long time.
For power users on any modern Windows 10/Windows 11 there is at least WinGet now. Its manifests repo is becoming a very interesting (open) source of truth for common Windows applications. Admittedly, it in most cases doesn't seem to be checking specific code signatures in most cases either, but at least includes SHA checksums.
For instance, 7zip's manifests: https://github.com/microsoft/winget-pkgs/tree/master/manifes...
It's too bad there's still not a great option for "average user that doesn't know/trust how to use a CLI", given how sadly polluted the Microsoft Store can be for many common, especially Open Source, applications. For direct instance, because winget kindly includes Microsoft Store results when searching, there is a "7zip 22" in the Microsoft Store that costs some amount of money (winget details say "PaidUnknownPrice" for the pricing information; I'm on a corporate machine right now with the actual Store access locked so can't search in the actual Store right now) and the Publisher is listed as RepackagerExpress.com. (That website currently doesn't go anywhere, giving it a spot check.)
Having seen this, I may boot up my personal machine and try to report this specific Store listing for violating the Store's Open Source policies, though I'm unsure if such whackamole is all that useful. (Seems like it might be a useful winget feature request for it to provide Store Report URLs.)
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App deployment switches
For example, see that Firefox has /S here.
What are some alternatives?
RobustVideoMatting - Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!
ansible.windows - Windows core collection for Ansible
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
Scoop - A command-line installer for Windows.
tensorflow_macos - TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.
ctags - A maintained ctags implementation
3d-model-convert-to-gltf - Convert 3d model (STL/IGES/STEP/OBJ/FBX) to gltf and compression
appget - Free and open package manager for Windows.
MMdnn - MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
winget-intune-win32 - Repository containing examples of how to use winget from Intune, also in system context.
password-manager-resources - A place for creators and users of password managers to collaborate on resources to make password management better.
gsudo - Sudo for Windows