reljicd / ml-airflowLinks
Generalized project for running Airflow DAGs, with possibility of skipping tasks already done for some set of input parameters.
☆16Updated 3 years ago
Alternatives and similar repositories for ml-airflow
Users that are interested in ml-airflow are comparing it to the libraries listed below
Sorting:
- Repo for all my code on the articles I post on medium☆106Updated 3 years ago
- A solution enabling customers to quickly deploy an architecture to identify and mask sensitive health data☆26Updated 2 years ago
- Best practices for engineering ML pipelines.☆36Updated 3 years ago
- ☆21Updated 4 years ago
- Udacity Data Pipeline Exercises☆15Updated 5 years ago
- Code examples for the Introduction to Kubeflow course☆14Updated 5 years ago
- Example to implement machine learning microservice with gRPC and Docker in Python☆83Updated 4 years ago
- Using Kafka-Python to illustrate a ML production pipeline☆112Updated 3 years ago
- Automated testing and deployment of a simple Flask-based (RESTful) micro-service to a production-like environment on AWS, using Docker co…☆43Updated 3 years ago
- Config files for setting up Multitenant Kubeflow on AWS with spot instances☆10Updated 5 years ago
- ☆21Updated 2 years ago
- This repo is an approach to TDD in machine learning model operation. it covers project structure, testing essentials using pytest with Gi…☆15Updated 5 years ago
- How to use Python to understand data and transform the data into a tidy format ready to be used for modelling and visualisation.☆36Updated 6 years ago
- This repo demonstrates how to load a sample Parquet formatted file from an AWS S3 Bucket. A python job will then be submitted to a Apach…☆19Updated 9 years ago
- API-First approach to make Machine Learning solution usable☆13Updated 7 years ago
- Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deploym…☆65Updated 2 years ago
- Clinical NLP workshop for ODSC☆40Updated 6 years ago
- Build and deploy a serverless data pipeline on AWS with no effort.☆110Updated 3 years ago
- Sentiment Analysis of a Twitter Topic with Spark Structured Streaming☆55Updated 7 years ago
- Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'☆121Updated 2 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated last year
- Just a boilerplate for PySpark and Flask☆36Updated 7 years ago
- 🚨 Simple, self-contained fraud detection system built with Apache Kafka and Python☆89Updated 6 years ago
- Example custom model image trainable and distributable via AWS SageMaker☆35Updated 3 months ago
- ☆72Updated 6 years ago
- An ML project template with sensible defaults☆39Updated 4 years ago
- A Scalable Data Cleaning Library for PySpark.☆29Updated 6 years ago
- Instant search for and access to many datasets in Pyspark.☆34Updated 3 years ago
- 🐍💨 Airflow tutorial for PyCon 2019☆88Updated 3 years ago
- Examples for using Amazon SageMaker components in Kubeflow Pipelines☆22Updated 5 years ago