Guild AI is an open source toolkit that automates and optimizes machine learning experiments.
- Run unmodified training scripts, capturing each run result as a unique experiment
- Automate trials using grid search, random search, and Bayesian optimization
- Compare and analyze runs to understand and improve models
- Backup training related operations such as data preparation and test
- Archive runs to S3 or other remote systems
- Run operations remotely on cloud accelerators
- Package and distribute models for easy reproducibility
For details, see Guild AI website.
Important links:
Release files for guildai 0.9.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| guildai-0.9.0-py2.py3-none-any.whl | Python 3, Python 2 | none | any | Details |
Release files / guildai-0.9.0-py2.py3-none-any.whl
| Download URL | guildai-0.9.0-py2.py3-none-any.whl |
|---|---|
| Size | 4.5 MB |
| Tags | Python 2 Python 3 |
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SHA-256 checksum How to use checksums |
50607a67a80c69bddddacce03c000d6b5b262755f6f47e9a718179382d75bf30
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BLAKE2b-256 checksum How to use checksums |
e9e57b8b0aa133ec88d7767f514c683dd9ff89c944e22287cbbe6a150ee12e7b
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
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