example-get-started
EvalAI
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| example-get-started | EvalAI | |
|---|---|---|
| 2 | 4 | |
| 167 | 1,677 | |
| 0.0% | 2.6% | |
| 0.0 | 9.0 | |
| 7 days ago | 6 days ago | |
| Python | Python | |
| - | GNU General Public License v3.0 or later |
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.
example-get-started
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VS Code extension to track ML experiments
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.
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Tuning Hyperparameters with Reproducible Experiments
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.
EvalAI
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Hacker News top posts: Jun 25, 2021
EvalAI: An Open-Source Alternative to Kaggle\ (16 comments)
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EvalAI: An Open-Source Alternative to Kaggle
I agree that the comparison to Kaggle is a bit old and we have removed it (https://github.com/Cloud-CV/EvalAI/pull/3502). :-)
What are some alternatives?
metaflow - :rocket: Build and manage real-life ML, AI, and data science projects with ease!
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PyDrive2 - Google Drive API Python wrapper library. Maintained fork of PyDrive.
StratosphereLinuxIPS - Slips, a free software behavioral Python intrusion prevention system (IDS/IPS) that uses machine learning to detect malicious behaviors in the network traffic. Stratosphere Laboratory, AIC, FEL, CVUT in Prague.
cml_dvc_case
evaluate - 🤗 Evaluate: A library for easily evaluating machine learning models and datasets.
dataset-registry - Dataset registry DVC project
Lars-Ulrich-Challenge - Algorithmic and AI MIDI Drums Generator Implementation
dvc - 🦉 ML Experiments and Data Management with Git
ZnTrack - Create, visualize, run & benchmark DVC pipelines in Python & Jupyter notebooks.
pycm - Multi-class confusion matrix library in Python