Experiment tracking, ML developer tools
Project description
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 history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distributions
No source distribution files available for this release.See tutorial on generating distribution archives.
Built Distribution
File details
Details for the file guildai-0.7.4rc1-py2.py3-none-any.whl.
File metadata
- Download URL: guildai-0.7.4rc1-py2.py3-none-any.whl
- Upload date:
- Size: 5.5 MB
- Tags: Python 2, Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.4.2 importlib_metadata/4.6.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.61.2 CPython/3.6.14
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 40b9ab79afad958fd2f0e2c4fedfdc8ad8274c90312ab33758682fcfecfb838d |
|
| MD5 | d3662fcf29cfbf32ada3e542f108567f |
|
| BLAKE2b-256 | 2766e062bacf19e1abc7f0f1a90eb394ab838e38b4ba8cf514f30e12073eefef |
