Reproducible machine learning pipelines using mlflow.
Project description
mlf-core
Preprint
Overview
Installing
Start your journey with mlf-core by installing it via $ pip install mlf-core.
See Installation.
run
See a mlf-core project in action.
config
Configure mlf-core to get started.
list
List all available mlf-core templates.
info
Get detailed information on a mlf-core template.
create
Kickstart your deterministic machine laerning project with one of mlf-core’s templates in no time.
See Create a project.
lint
Use advanced linting to ensure your project always adheres to mlf-core’s standards and stays deterministic.
bump-version
Bump your project version across several files.
sync
Sync your project with the latest mlf-core release to get the latest template features.
See Syncing a project.
upgrade
Check whether you are using the latest mlf-core version and update automatically to benefit from the latest features.
Credits
Primary idea and main development by Lukas Heumos. mlf-core is inspired by nf-core. This package was created with cookietemple based on a modified audreyr/cookiecutter-pypackage project template using cookiecutter.
Project details
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 Distribution
Built Distribution
File details
Details for the file mlf-core-1.11.4.tar.gz
.
File metadata
- Download URL: mlf-core-1.11.4.tar.gz
- Upload date:
- Size: 5.9 MB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.7.0 importlib_metadata/4.8.2 pkginfo/1.8.2 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.9.9
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 65b55decac92cd41150278975aa9a3152e7e9366b30fbe869eaf512956079a9a |
|
MD5 | db33f4af216e8ab68d6c6bc98180c00a |
|
BLAKE2b-256 | dc549a82e4f44c3846900ae57c549405fd2e4bcdce4d83ad30f6a88e2075cc04 |
Provenance
File details
Details for the file mlf_core-1.11.4-py3-none-any.whl
.
File metadata
- Download URL: mlf_core-1.11.4-py3-none-any.whl
- Upload date:
- Size: 6.0 MB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.7.0 importlib_metadata/4.8.2 pkginfo/1.8.2 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.9.9
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 77e454173e7bce62ed203beaa7dea74f6bd2a769447936df2935c37affba1cf4 |
|
MD5 | 2eb584e1f9e95e8391d54bb101b0668f |
|
BLAKE2b-256 | bd4eaf8b83c5ef8d85c53f509694b576c7ffd0ac9628c1f5faef69526213427c |