coremltools
PowerToys
coremltools | PowerToys | |
---|---|---|
11 | 713 | |
4,063 | 104,500 | |
1.3% | 0.9% | |
8.7 | 9.8 | |
10 days ago | 2 days ago | |
Python | C# | |
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.
PowerToys
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Unlock Web Dev Superpowers with PowerToys
Windows PowerToys GitHub Repo
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We released a new powerful efficiency tool called RunFlow, which is similar to PowerToys and Alfred, welcome to try it
RunFlow is a cross-platform productivity tool which can launch apps and search files and more, that similar to Wox and PowerToys on Windows, and also similar like Alfred and Raycast on macOS. But we have differences with these tools, and we have our own unique new features. Right now, at the below, we will introduce you what features of RunFlow have been implemented in more details. It's an amazing journey, let's start.
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GTK: On fractional scales, fonts and hinting
I'm curious - when you were doing research into the mechanics of hinting options, did you stumble onto any relevant discussion around allowing custom pixel geometries to be defined, to enable hinting on modern OLED / WRBG displays? There's a good thread on the topic here[0], with some people referring to it as 'ClearType 2' on the MS side [1]. On the oss side I know FreeType theoretically supports this[2], but I can't quite figure out how relevant the FreeType backend is to this most recent work.
This is great work btw.
[0]: https://github.com/snowie2000/mactype/issues/932
[1]: https://github.com/microsoft/PowerToys/issues/25595
[2]: https://freetype.org/freetype2/docs/reference/ft2-lcd_render...
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Ask HN: Cleanest way to manage Windows OS?
Thank you all for the informative advices. Here is the summary for those who are in the same situation:
1. Run Windows on Linux by using VM
for the applications you can’t run on Linux
Risks:
* some softwares may attempt to detect VMs and refuse running
* Anything what needs to touch hardware may not work.
2. separate "data" partition on D:
3. back up %APPDATA% and %USERPROFILE%
4. learn chocolatey, scoop or winget
Winget should be good enough
5. Don’t worry about C:\Program Files
6. (Mixed) Use/Don’t use Ansible (or saltstack/salt)
Use:
* Allows you to setup a new machine quickly and consistently when one breaks, get stolen, or lost in an inconvenient time.
* You can get a clean and consistent development environment so that you do not depend on anything accidentally installed on the machine.
* If you define specialised roles, create test playbooks for those individual roles, use these roles to compose more complex playbooks, and offload logic to custom ansible modules that are written in python, you won't wrestle with heavy logic in the template or playbook layer.
* installing software and pulling some configs and scripts down is fine
Don’t use:
* You will spend your days fighting a mix of yaml and Jinja.
* You will end up looking at Python errors because there are no static types.
* errors are cryptic.
7. Use WSL2
You need 32gb of ram, but ram is cheap so choose a good thinkpad
8. Debloat with Recommended Tweaks
Run
irm christitus.com/win | iex
from Administrator Terminal (Powershell)
The link leads to https://raw.githubusercontent.com/ChrisTitusTech/winutil/mai...
VirusTotal
https://www.virustotal.com/gui/file/709834b0e003b6bb546cf16e...
9. Get [PowerToys](https://github.com/microsoft/PowerToys)
10. Use Devbox for containered environment
https://www.jetpack.io/devbox
11. Dual-Booting Linux and Windows
If you use physically separated drives, you don’t need partitioning.
12. Dedicated Windows machine for class
Yes it sure would be the cleanest solution but I prefer one device for everything
13. keep a git repository with all dot files in it
Many people suggested me to use virtualization, otherwise just let Windows be Windows.
Also, backing up seems to be a good practice.
I’m planning to write a blog about this, if it worked.
Again, thank you all for the helps!
- Ask HN: Best Hacks for a Ultrawide Monitor?
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Keypirinha: A fast launcher for keyboard ninjas on Windows
Powertoys Run (https://github.com/microsoft/powertoys) can do this. There are not that many plugins as Alfred but Window Switcher is built-in.
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LAN Mouse is a mouse and keyboard sharing software
For sharing a mouse/keyboard between Windows PCs, there is Mouse Without Borders. It's included in PowerToys nowadays.
https://github.com/microsoft/PowerToys
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Hrvach/Deskhop: Fast Desktop Switching Device
- https://github.com/microsoft/PowerToys
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How do I type letters with accent marks?
If you’re on Windows, download PowerToys. It’s an app published by Microsoft officially. Then enable Quick Accent in the settings of PowerToys. Now all you have to do is hold down the key you want accented until the switch shows up, then add an accent with your arrow keys.
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Microsoft's Powertoys Key Manager now can paste text and unicode by shortcuts
microsoft/PowerToys: Windows system utilities to maximize productivity (github.com)
What are some alternatives?
RobustVideoMatting - Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!
Wox - A cross-platform launcher that simply works
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
AutoHotkey - AutoHotkey - macro-creation and automation-oriented scripting utility for Windows.
tensorflow_macos - TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.
sharpkeys - SharpKeys is a utility that manages a Registry key that allows Windows to remap one key to any other key.
3d-model-convert-to-gltf - Convert 3d model (STL/IGES/STEP/OBJ/FBX) to gltf and compression
Flow.Launcher - :mag: Quick file search & app launcher for Windows with community-made plugins
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.
Fluent-Search - Official repository for Fluent Search, use to report issues or ask for a new feature
password-manager-resources - A place for creators and users of password managers to collaborate on resources to make password management better.
T-Clock - Highly configurable Windows taskbar clock