Kedro Community Save Abandoned

What is kedro-community?

Warning This repository is archived in favor of https://github.com/kedro-org/awesome-kedro.

This repo contains links to articles, podcasts and videos about Kedro, as well as community created examples of Kedro projects.

If you're looking to engage with the community then we suggest checking our Slack organization or GitHub discussions.

Become a Kedroid

This is our affectionate term for power users and people who really help out other users in the community. Do get involved and, we'll do our best to make sure you earn the official Kedroid badge of honour

Public Showcases

Where can I find more example projects using Kedro?

The Kedro team maintains the following official Kedro tutorial projects, also known as starters:

• Spaceflights tutorial
• Iris dataset tutorial with pandas
• Iris dataset tutorial with pyspark

Our community of Kedro users are creating their own profile projects, you can have a look at:

• Response Recommendation System for BarefootLaw by Kasun Amarasinghe, Carlos Caro, Nupoor Gandhi and Raphaelle Roffo, an extensive Data Science for Social Good (DSSG) at Imperial College London project that recommends responses to law related queries
• Augury by Craig Franklin, machine-learning functionality for predicting AFL match results in the Tipresias app
• CausalLift by Yusuke Minami, a Python package for Uplift Modeling in real-world business
• PipelineX by Yusuke Minami, a Python package to develop pipelines for rapid Machine/Deep Learning experimentation using Kedro and MLflow. Example projects using PyTorch, Pandas, and OpenCV are available.
• kedro-mlflow-example by Tom Goldenberg, a project that demonstrates how to integrate MLflow with a Kedro codebase
• kedro-wdbc-tf by Abhinav Prakash, this project uses a Kedro template to create Deep Learning workflow. The model training was done with TensorFlow against the wdbc (Breast Cancer) dataset.
• twitter-sentiment-analysis by Avi Agarwal, a project that demonstrates how to use Kedro to train and evaluate an NLP-based machine learning model.
• Anomaly Detection Pipeline with Kedro by Kenneth Leung, a project that demonstrates how to use Kedro for fraud detection on credit card transaction data using an Isolation Forest machine learning model. You can find a useful list of Kedro-related plugins, blog posts, videos, and other resources over on Florian Kromer's Github awesome-kedro repository.

Where can I find articles, podcasts and videos about Kedro?

Where can I find plugins, extensions, and kedro-related packages?

The community of plugin authors tag each project on GitHub with the kedro-plugin tag. You can find a listing of all plugins on GitHub.

What licence do you use?

Kedro is licensed under the Apache 2.0 License.