An opinionated machine learning framework
Verified details
These details have been verified by PyPIProject links
GitHub Statistics
Maintainers
Project description
frogbox
Frogbox is an opinionated PyTorch machine learning framework built for rapid prototyping and research.
Features
- Experiments are defined using JSON files and support jinja2 templates.
- Flexible event system inspired by Ignite.
- Automatic experiment tracking. Currently, Weights & Biases and MLFlow is supported with other platforms planned.
- CLI tool for easy project management.
- Integrates Accelerate to support automatic mixed precision (AMP) and distributed training.
Installation
pip install frogbox
Getting started
See documentation.
Project details
Verified details
These details have been verified by PyPIProject links
GitHub Statistics
Maintainers
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file frogbox-0.6.0.tar.gz.
File metadata
- Download URL: frogbox-0.6.0.tar.gz
- Upload date:
- Size: 25.2 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
3e9da316bad1045b2847f2aec931dcbb10503afc9c2a3e9e0601dcdaca8cd3b2
|
|
| MD5 |
28f328d8a10462ac9adab5fe47fbb495
|
|
| BLAKE2b-256 |
46099877071d2523dd21c7b601c1e8c2df4c2cfe67c3ed4a418810ae91cf3b20
|
Provenance
The following attestation bundles were made for frogbox-0.6.0.tar.gz:
Publisher:
python-publish.yml on SimonLarsen/frogbox
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
frogbox-0.6.0.tar.gz -
Subject digest:
3e9da316bad1045b2847f2aec931dcbb10503afc9c2a3e9e0601dcdaca8cd3b2 - Sigstore transparency entry: 736742628
- Sigstore integration time:
-
Permalink:
SimonLarsen/frogbox@4135a558d14214df4299a5ea99767ecf08e4a0b6 -
Branch / Tag:
refs/tags/v0.6.0 - Owner: https://github.com/SimonLarsen
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
python-publish.yml@4135a558d14214df4299a5ea99767ecf08e4a0b6 -
Trigger Event:
release
-
Statement type:
File details
Details for the file frogbox-0.6.0-py3-none-any.whl.
File metadata
- Download URL: frogbox-0.6.0-py3-none-any.whl
- Upload date:
- Size: 31.2 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
e5e226d6e2c5483f2ac3816088c4b44f2db54c842877488a9c5cafe11bdcc6dd
|
|
| MD5 |
2f48e8215fafce92c5562cd117b2bfe7
|
|
| BLAKE2b-256 |
064dc7e278ca2a867a11e756942ca50cfe590983ef46d1c13c2a3eb34658d9cd
|
Provenance
The following attestation bundles were made for frogbox-0.6.0-py3-none-any.whl:
Publisher:
python-publish.yml on SimonLarsen/frogbox
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
frogbox-0.6.0-py3-none-any.whl -
Subject digest:
e5e226d6e2c5483f2ac3816088c4b44f2db54c842877488a9c5cafe11bdcc6dd - Sigstore transparency entry: 736742631
- Sigstore integration time:
-
Permalink:
SimonLarsen/frogbox@4135a558d14214df4299a5ea99767ecf08e4a0b6 -
Branch / Tag:
refs/tags/v0.6.0 - Owner: https://github.com/SimonLarsen
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
python-publish.yml@4135a558d14214df4299a5ea99767ecf08e4a0b6 -
Trigger Event:
release
-
Statement type:
