rmminusrslash / ml_opsLinks
☆26Updated 3 years ago
Alternatives and similar repositories for ml_ops
Users that are interested in ml_ops are comparing it to the libraries listed below
Sorting:
- Explore and compare 1K+ accurate decision trees in your browser!☆169Updated last year
- ☆30Updated 2 years ago
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆215Updated 2 weeks ago
- pipreqs with jupyter notebook support☆71Updated 2 years ago
- Doubt your data, find bad labels.☆517Updated last year
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆183Updated last year
- Streamline scikit-learn model comparison.☆143Updated 2 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆151Updated last year
- Code samples for the Effective Data Science Infrastructure book☆115Updated 2 years ago
- 💫 PyScaffold extension for data-science projects☆158Updated 2 weeks ago
- Scikit-learn tutorial on model inspection given in PyConDE & PyData Berlin 2022☆22Updated 3 years ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆82Updated 3 years ago
- This Repository contains the material for the tutorial "Introduction to MLOps with MLflow" held at pyData/pyCon Berlin 2022.☆22Updated 3 years ago
- Joining the modern data stack with the modern ML stack☆201Updated 2 years ago
- Missing data amputation and exploration functions for Python☆72Updated 2 years ago
- Sensible multi-core apply function for Pandas☆88Updated 3 weeks ago
- A collection of machine learning model cards and datasheets.☆81Updated last month
- skops is a Python library helping you share your scikit-learn based models and put them in production☆501Updated this week
- 🔔 No need to keep checking your training - just one import line and you'll know the second it's done.☆344Updated 3 years ago
- End-to-end deep learning on your desktop or server.☆105Updated last year
- Start a data science project with modern tools☆203Updated 2 years ago
- Code accompanying the "Debugging machine learning in production" talk☆30Updated 3 years ago
- Machine learning experiment tracking and data versioning with DVC extension for VS Code☆212Updated this week
- Record matching and entity resolution at scale in Spark☆35Updated 2 years ago
- Templates for your Kedro projects.☆80Updated this week
- Kedro Plugin to support running workflows on Kubeflow Pipelines☆56Updated 4 months ago
- Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.☆30Updated 3 years ago
- An abstraction layer for parameter tuning☆35Updated 2 weeks ago
- This repo is an approach to TDD in machine learning model operation. it covers project structure, testing essentials using pytest with Gi…☆15Updated 4 years ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆49Updated 4 years ago