ML-Workspace
gitlab
Our great sponsors
| ML-Workspace | gitlab | |
|---|---|---|
| 7 | 447 | |
| 3,317 | - | |
| 0.8% | - | |
| 2.7 | - | |
| 5 months ago | - | |
| Jupyter Notebook | ||
| Apache License 2.0 | - |
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.
gitlab
- Code Search Is Hard
- XZ Backdoor Investigation Request to Gitlab Team
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Client side Git hooks 101
(Side note: Issues are usually hash-prefixed like #1234 both on GitLab and GitHub. However, commit messages must not begin with a hash, they would be considered a comment and ignored. Therefore, GitHub has introduced the alternative prefix GH- and I've contributed a similar prefix GL- to GitLab a while ago.)
- Assign Issue to an AI Developer
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BuildKit in depth: Docker's build engine explained
and its "oh, you want multi-arch, do you?" friend. While prosecuting this <https://gitlab.com/gitlab-org/gitlab/-/issues/339567> I learned that https://hub.docker.com/layers/multiarch/qemu-user-static/7.2... actually mutates the binfmt_misc in buildx's context in order to exec the static copy of qemu in it https://github.com/multiarch/qemu-user-static/blob/v7.2.0-1/...
and, that the buildx plugin itself has some qemu magick in it, which got addressed in a minor version bump but I couldn't track down the relevant GitHub issue this second (I've flushed it from my mind, only recalling that there were a lot of actors in that tire fire)
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Gitlab password reset bug leaves more than 5.3K servers up for grabs
This is actually a follow-up refactor, the fix is here: https://gitlab.com/gitlab-org/gitlab/-/commit/abe79e4ec43798...
- ExifTool CVE-2021-22204 – Arbitrary Code Execution
- Critical Gitlab vulnerability exposes 2FA-less users to account takeovers
- Upcoming critical Gitlab security issue
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I Love Ruby
This made me curious. Having never read the gitlab code before, and on mobile, took all of about 30 seconds to find https://gitlab.com/gitlab-org/gitlab/-/blob/master/config/ro...
Those are some pretty clean routes!
What are some alternatives?
JupyterLab - JupyterLab computational environment.
Gitea - Git with a cup of tea! Painless self-hosted all-in-one software development service, including Git hosting, code review, team collaboration, package registry and CI/CD
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
Harbor - An open source trusted cloud native registry project that stores, signs, and scans content.
keytotext - Keywords to Sentences
onedev - Git Server with CI/CD, Kanban, and Packages. Seamless integration. Unparalleled experience.
self-hosted - Sentry, feature-complete and packaged up for low-volume deployments and proofs-of-concept
rich-markdown-editor - The open source React and Prosemirror based markdown editor that powers Outline. Want to try it out? Create an account:
Code-Server - VS Code in the browser
gitlab-foss
cocalc-docker - DEPRECATED (was -- Docker setup for running CoCalc as downloadable software on your own computer)
chatwoot - Open-source live-chat, email support, omni-channel desk. An alternative to Intercom, Zendesk, Salesforce Service Cloud etc. 🔥💬