ML-Workspace
pylance-release
ML-Workspace | pylance-release | |
---|---|---|
7 | 50 | |
3,329 | 1,653 | |
0.6% | 0.2% | |
2.7 | 9.0 | |
6 months ago | 6 days ago | |
Jupyter Notebook | Python | |
Apache License 2.0 | Creative Commons Attribution 4.0 |
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.
ML-Workspace
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[D] I recently quit my job to start a ML company. Would really appreciate feedback on what we're working on.
Also check out: https://github.com/ml-tooling/ml-workspace, it a nice open source project with lots of packages ready to use.
- ML-Workspace
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Coding for machine learning on Tab S8?
The other option - no reason why you couldn't host something on the desktop machine - web based IDE like R-Studio or Python - have a look at ml-workspace - https://github.com/ml-tooling/ml-workspace that runs in Docker and would provide interfaces for both Python and R, VSCode as well as a GPU accelerated variant for doing Tensorflow etc - either Windows or Linux can support Docker containers (Linux is less trouble apparently - I only have played with it in Linux personally)
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Dynamically spin up VM (based on specific HTTPS request) and stop it once session is over?
It will be a web based IDE dev kit (like Jupyter Hub, or JupyterLab) if you are familiar with them)
- All-in-One Docker Based IDE for Data Science and ML
- Visual Studio Code now available as Web based editor for GitHub repos
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[P] Install or update CUDA, NVIDIA Drivers, Pytorch, Tensorflow, and CuDNN with a single command: Lambda Stack
I'll stick with https://github.com/ml-tooling/ml-workspace, is a docker with all tools installed, also the option of using GPU, so I think is better than only for debian. This way anyone can use it.
pylance-release
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Open source versus Microsoft: The new rebellion begins
One of the things that comes to mind here is the fact that the default Python extension for VS Code is, perhaps surprisingly to many, not open source. https://github.com/microsoft/pylance-release
While it's possible to fork VS Code, it is not possible to fork VS Code and provide a seamless onramp towards a Python editing experience that is fully open source, because users are used to the nuances of the closed-source Pylance experience in VS Code proper. You could use the minified/compiled Pylance plugin in your fork, but you'd have no way to expand its capabilities to new hooks your fork provides. Microsoft's development process would always be able to move faster than a fork, because it could coordinate VS Code internal API development with its internal Pylance team, and could become incompatible with forks at any time.
It's worth re-reading the quote from J Allard in https://en.wikipedia.org/wiki/Embrace,_extend,_and_extinguis... with this modern example in mind.
(Also worth mentioning https://github.com/detachhead/basedpyright?tab=readme-ov-fil... which is a heroic effort to derisk this, but it's an uphill battle for sure!)
- Help! Connection to server got closed error
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Pylance is not working on my vscode
Anyone know how can we fix this issue if we build the vscode locally
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VSCode adding exactly one space to all my new lines??
Do any of these issue tickets explain the behaviour you're seeing? https://github.com/microsoft/pylance-release/issues/4341, https://github.com/microsoft/pylance-release/issues/4071
- Pylance: String literal is unterminated
- What do you expect when renaming an import?
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Writing Python like it's Rust
Maybe they "are the same thing" in terms of behavior (I don't know), but "A uses B" doesn't mean that "A is B".
One important difference in this case is that while "Pylance leverages Microsoft's open-source static type checking tool, Pyright" [1], Pylance itself is not open source. In fact, the license [2] restricts you to "use [...] the software only with [...] Microsoft products and services", which means that you are not allowed to use it with a non-Microsoft open source fork of VS Code, for example.
The license terms also say that by accepting the license, you agree that "The software may collect information about you and your use of the software, and send that to Microsoft" and that "You may opt-out of many of these scenarios, but not all".
[1] https://github.com/microsoft/pylance-release
[2] https://marketplace.visualstudio.com/items/ms-python.vscode-...
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Any must-have extensions for working with Python in VSCode/VSCodium?
There's this one: https://github.com/microsoft/pylance-release/issues/4174 (rules don't apply properly, and ovverrides don't work even after being set, this is especially for the more generic ones like )
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MSFT is forcing Outlook and Teams to open links in Edge and IT admins are angry
The example is not .NET in general, but that specific event when Microsoft reneged on open development tooling[1]. For some people, that was the moment they stopped trusting "new Microsoft" to keep their word (though for me, it was when the Python language server was replaced with a DRM-locked, LSP-noncompliant one[2] a bit before that; unlike .NET hot reload, they didn't backtrack there). I can think the company makes great open .NET tools and at the same time not trust them to close it down on a whim.
Does anyone know where the open xlang reimplementation of MIDL went[3], by the way? (Unlike 1990s MIDL, you can't reimplement this one from the language grammar in the docs, because there is no language grammar in the docs.)
[1] https://dusted.codes/can-we-trust-microsoft-with-open-source and links there
[2] https://github.com/microsoft/pylance-release/issues
[3] https://github.com/microsoft/xlang/pull/529
- Import ... could not be resolved
What are some alternatives?
JupyterLab - JupyterLab computational environment.
pyright - Static Type Checker for Python
Gitpod - DEPRECATED since Gitpod 0.5.0; use https://github.com/gitpod-io/gitpod/tree/master/chart and https://github.com/gitpod-io/gitpod/tree/master/install/helm
jedi-language-server - A Python language server exclusively for Jedi. If Jedi supports it well, this language server should too.
keytotext - Keywords to Sentences
vscodium - binary releases of VS Code without MS branding/telemetry/licensing
self-hosted - Sentry, feature-complete and packaged up for low-volume deployments and proofs-of-concept
emacs-jedi - Python auto-completion for Emacs
Code-Server - VS Code in the browser
neovim - Vim-fork focused on extensibility and usability
cocalc-docker - DEPRECATED (was -- Docker setup for running CoCalc as downloadable software on your own computer)
nvim-lspconfig - Quickstart configs for Nvim LSP