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 (by gitpod-io)
ML-Workspace
🛠All-in-one web-based IDE specialized for machine learning and data science. (by ml-tooling)
| Gitpod | ML-Workspace | |
|---|---|---|
| 1 | 7 | |
| 230 | 3,324 | |
| 2.6% | 0.4% | |
| 0.0 | 2.7 | |
| over 2 years ago | 6 months ago | |
| Go | Jupyter Notebook | |
| - | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
Gitpod
Posts with mentions or reviews of Gitpod.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-03-15.
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Why I Left Google and Joined Gitpod
Hold on though, it gets better! We haven't even talked about prebuilt workspaces, custom environment images, or self-hosting Gitpod.
ML-Workspace
Posts with mentions or reviews of ML-Workspace.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-01-06.
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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.
What are some alternatives?
When comparing Gitpod and ML-Workspace you can also consider the following projects:
Code-Server - VS Code in the browser
JupyterLab - JupyterLab computational environment.
Eclipse Che - Kubernetes based Cloud Development Environments for Enterprise Teams
keytotext - Keywords to Sentences
self-hosted - Sentry, feature-complete and packaged up for low-volume deployments and proofs-of-concept
Koding
theia-apps - Theia applications examples - docker images, desktop apps, packagings
cocalc-docker - DEPRECATED (was -- Docker setup for running CoCalc as downloadable software on your own computer)
ICEcoder - Browser code editor awesomeness
pycaret - An open-source, low-code machine learning library in Python