dslp / dslp-repo-templateLinks
Template repository for data science lifecycle project
☆197Updated 5 years ago
Alternatives and similar repositories for dslp-repo-template
Users that are interested in dslp-repo-template are comparing it to the libraries listed below
Sorting:
- The Data Science Lifecycle Process is a process for taking data science teams from Idea to Value repeatedly and sustainably. The process …☆520Updated 4 years ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆183Updated last year
- Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this three …☆240Updated 5 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆149Updated last year
- Tutorials on creating a reproducible and maintainable data science project☆148Updated 3 years ago
- Example repo to kickstart integration with mlflow pipelines.☆77Updated 2 years ago
- Capturing model drift and handling its response - Example webinar☆108Updated 6 years ago
- The Fuzzy Labs guide to the universe of open source MLOps☆472Updated 4 months ago
- A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one command☆71Updated 4 months ago
- Start a data science project with modern tools☆201Updated 2 years ago
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆393Updated 2 years ago
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆263Updated 3 years ago
- Code samples for the Effective Data Science Infrastructure book☆115Updated 2 years ago
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆214Updated 11 months ago
- Basic and advanced MLflow examples for many ML flavors☆234Updated last year
- Reference code base for ML Engineering, Manning Publications☆131Updated 4 years ago
- Monitor the stability of a Pandas or Spark dataframe ⚙︎☆505Updated 3 weeks ago
- End to End example integrating MLFlow and Seldon Core☆52Updated 4 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated 11 months ago
- ☆37Updated 3 years ago
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…☆144Updated last year
- An example MLflow project☆273Updated last year
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"☆136Updated last year
- A Collection of GitHub Actions That Facilitate MLOps☆208Updated 2 years ago
- Recipes for Driverless AI☆251Updated last week
- Get started DVC project (NLP, random forest)☆183Updated last year
- The purpose of the catalog is to help data science teams to collect all the requirements to consider while building a ML model and produc…☆128Updated 4 years ago
- ☆44Updated 2 years ago
- An example MLFlow project☆49Updated 8 months ago
- Demo for CI/CD in a machine learning project☆112Updated 2 years ago