cml_dvc_case vs example-get-started

cml_dvc_case

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Example

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example-get-started

Get started DVC project (by iterative)

dvc reproducible-research Reproducibility reproducible Python Machine Learning Example

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dvc.org

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cml_dvc_case		example-get-started
	Project
1	Mentions	2
18	Stars	167
-	Growth	0.0%
0.0	Activity	4.0
6 months ago	Latest Commit	14 days ago
Python	Language	Python
-	License	-

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.

cml_dvc_case

Posts with mentions or reviews of cml_dvc_case. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-12-08.

Your Getting Started Template Repository for Continuous and Automated Machine Learning Project with GitHub Actions
3 projects | dev.to | 8 Dec 2021

example-get-started

Posts with mentions or reviews of example-get-started. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-06-27.

VS Code extension to track ML experiments
2 projects | /r/machinelearningnews | 27 Jun 2022

Or open this project https://github.com/iterative/example-get-started in GitHub Codespaces as an example. It will run the extension in Codespaces automatically.
Tuning Hyperparameters with Reproducible Experiments
1 project | dev.to | 3 Aug 2021

We're going to be working with an existing NLP project. You can get the code we're working with in this repo. It already has DVC set up, but you can check out the Get Started docs if you want to know how the DVC pipeline was created.

What are some alternatives?

When comparing cml_dvc_case and example-get-started you can also consider the following projects:

leaky-repo - Benchmarking repo for secrets scanning

metaflow - :rocket: Build and manage real-life ML, AI, and data science projects with ease!

ElementaryPython - Python application template for elementary OS.

PyDrive2 - Google Drive API Python wrapper library. Maintained fork of PyDrive.

pygame_tutorials - Code to go along with lessons at http://kidscancode.org/lessons

dataset-registry - Dataset registry DVC project

simple-fastapi-chat - Simple FastAPI chat with multinode suppor

dvc - 🦉 ML Experiments and Data Management with Git

cml-streamlit-template - A Template Repository for Continuous Machine Learning Project with GitHub Actions and display it live with deployment on Streamlit

ZnTrack - Create, visualize, run & benchmark DVC pipelines in Python & Jupyter notebooks.

write-docker-actions

Sacred - Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.