flight-delay-notebooks
ML-Workspace
| flight-delay-notebooks | ML-Workspace | |
|---|---|---|
| 1 | 7 | |
| 14 | 3,329 | |
| - | 0.6% | |
| 0.0 | 2.7 | |
| over 1 year ago | 6 months ago | |
| Jupyter Notebook | Jupyter Notebook | |
| Apache License 2.0 | 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.
flight-delay-notebooks
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What's new in Elyra 2.0
Use the forum to ask general questions or share things you've created, like Nick Burdakous did. He recently published a pipeline viewer for Google Chrome and Mozilla Firefox. This viewer visualizes pipeline files on GitHub, like shown in the screen shot below. The depicted pipeline was created by Nick Pentreath and presented at the Big Things conference in November 2020.
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.
What are some alternatives?
evidently - Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
JupyterLab - JupyterLab computational environment.
argo - Workflow Engine for Kubernetes
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
elyra - Elyra extends JupyterLab with an AI centric approach.
keytotext - Keywords to Sentences
ydata-profiling - 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
self-hosted - Sentry, feature-complete and packaged up for low-volume deployments and proofs-of-concept
rapaio-jupyter-kernel - Java jupyter kernel
Code-Server - VS Code in the browser
xeus-python - Jupyter kernel for the Python programming language
cocalc-docker - DEPRECATED (was -- Docker setup for running CoCalc as downloadable software on your own computer)