rmminusrslash / ml_opsLinks
☆26Updated 2 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:
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆48Updated 3 years ago
- Code samples for the Effective Data Science Infrastructure book☆115Updated 2 years ago
- ☆30Updated 2 years ago
- A list of projects relying on Iterative.AI tools to achieve awesomeness☆66Updated last year
- A collection of machine learning model cards and datasheets.☆79Updated last month
- Joining the modern data stack with the modern ML stack☆199Updated 2 years ago
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆213Updated 10 months ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆182Updated last year
- Curated list of resources about Data for Good, Data Science for Good, Data Science for Social Good, Data Science for Public Good, Data fo…☆14Updated 3 months ago
- Example repo to kickstart integration with mlflow pipelines.☆77Updated 2 years ago
- Kedro Plugin to support running workflows on Kubeflow Pipelines☆55Updated 2 months ago
- Template for data pipelines, ML workflows, API dev and monitoring☆45Updated last year
- End-to-end deep learning on your desktop or server.☆105Updated last year
- Explore and compare 1K+ accurate decision trees in your browser!☆166Updated last year
- Start a data science project with modern tools☆201Updated 2 years ago
- pipreqs with jupyter notebook support☆70Updated 2 years ago
- Tutorial for implementing data validation in data science pipelines☆33Updated 3 years ago
- It's all in the name☆81Updated 2 years ago
- Streamline scikit-learn model comparison.☆143Updated 2 years ago
- Machine learning experiment tracking and data versioning with DVC extension for VS Code☆208Updated this week
- This Repository contains the material for the tutorial "Introduction to MLOps with MLflow" held at pyData/pyCon Berlin 2022.☆23Updated 3 years ago
- ☆37Updated 3 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆149Updated last year
- A tool to help you to test and develop pyspark code with sampled and local data☆15Updated 2 weeks ago
- How to use SHAP values for better cluster analysis☆59Updated 3 years ago
- Kedro plugin to support running workflows on Microsoft Azure ML Pipelines☆39Updated this week
- A repository that showcases how you can use ZenML with Git☆70Updated last month
- Templates for your Kedro projects.☆79Updated 2 weeks ago
- Easily import a module and mock its dependencies in an isolated way.☆13Updated 3 years ago
- List of resources coming out of Normconf Slack☆76Updated 2 years ago