PeterFogh / dvc_dask_use_caseLinks
A use case of a reproducible machine learning pipeline using Dask, DVC, and MLflow.
ā23Updated 6 years ago
Alternatives and similar repositories for dvc_dask_use_case
Users that are interested in dvc_dask_use_case are comparing it to the libraries listed below
Sorting:
- š Log and track ML metrics, parameters, models with Git and/or DVCā179Updated this week
- š·ļø Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.ā152Updated last week
- Dvc + Streamlit = ā¤ļøā40Updated last year
- ā27Updated 2 years ago
- Accompanies the uncool MLOps workshopā26Updated 3 years ago
- Tries to shrink your Pandas column dtypes with no data loss so you have more spare RAMā84Updated last year
- Fast Data Science, AKA fds, is a CLI for Data Scientists to version control data and code at once, by conveniently wrapping git and dvcā389Updated last year
- A walkthrough of essential DVC features (including tutorial text as well as a working environment).ā17Updated 2 years ago
- A proof of concept library for generating and running machine learning model testsā13Updated 4 years ago
- DVC's data management subsystemā18Updated this week
- spock is a framework that helps manage complex parameter configurations during research and development of Python applicationsā138Updated last year
- Easy to use util for profiling in productionā11Updated 2 years ago
- The easiest way to integrate Kedro and Great Expectationsā54Updated 2 years ago
- Decorators that logs stats.ā113Updated 5 months ago
- Hangar is version control for tensor data. Commit, branch, merge, revert, and collaborate in the data-defined software era.ā204Updated 4 years ago
- š« PyScaffold extension for data-science projectsā159Updated 2 weeks ago
- Dockerized ML Cookiecutterā75Updated 2 years ago
- Deploy MLflow with HTTP basic authentication using Dockerā104Updated 2 months ago
- Kedro Wings automatically creates catalog entries to simplify Kedro pipeline writing. See the video here: https://www.youtube.com/watch?vā¦ā22Updated 2 years ago
- Kedro-Accelerator speeds up pipelines by parallelizing I/O in the background.ā36Updated 3 years ago
- A simple wrapper over `pydot` and `graphviz` which fixes some sharp edgesā63Updated 2 years ago
- Tools for MLflowā38Updated last year
- Machine learning experiment tracking and data versioning with DVC extension for VS Code