artificially-ai / ai-engineeringLinks
Controlling AI models distribution and versioning with MLflow and Minio/S3.
☆25Updated 6 years ago
Alternatives and similar repositories for ai-engineering
Users that are interested in ai-engineering are comparing it to the libraries listed below
Sorting:
- This Repository contains the material for my tutorial "Managing the end-to-end machine learning lifecycle with MLFlow" at pyData/pyCon Be…☆39Updated last year
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 3 years ago
- A CD4ML Example Setup on AWS S3, GitLab with DVC☆24Updated 2 years ago
- Using Kafka-Python to illustrate a ML production pipeline☆111Updated 2 years ago
- ☆44Updated 2 years ago
- PyConDE & PyData Berlin 2019 Airflow Workshop: Airflow for machine learning pipelines.☆47Updated last year
- ∞ Priceloop Engineering Conventions for Scala, Python, Git Workflow etc☆101Updated 2 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 4 months ago
- Asynchronous actions for PySpark☆47Updated 3 years ago
- Repo for all my code on the articles I post on medium☆107Updated 2 years ago
- Kedro Plugin to support running workflows on Kubeflow Pipelines☆54Updated 9 months ago
- End to End example integrating MLFlow and Seldon Core☆51Updated 4 years ago
- Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'☆119Updated 2 years ago
- Content for the Model Interpretability Tutorial at Pycon US 2019☆41Updated 10 months ago
- Managing machine learning life-cycle with MLflow tutorial☆23Updated 2 years ago
- Load Testing ML Microservices for Robustness and Scalability☆14Updated 3 years ago
- An example MLFlow project☆48Updated 4 months ago
- 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 four p…☆35Updated 4 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 4 years ago
- Dvc + Streamlit = ❤️☆40Updated last year
- PostgreSQL offline and online stores for Feast☆32Updated 3 years ago
- A series of workshop modules introducing Feast feature store.☆19Updated 3 years ago
- Metaflow tutorials for ODSC West 2021☆64Updated 3 years ago
- Code for my presentation: Using PySpark to Process Boat Loads of Data☆20Updated 7 years ago
- Automatically export Jupyter notebooks to various file formats (.py, .html, and more) on save.☆77Updated last year
- Instant search for and access to many datasets in Pyspark.☆34Updated 2 years ago
- ☆19Updated 4 years ago
- MLFLow Tracking Server based on Docker and AWS S3☆70Updated 9 months ago
- Listens MLFlow model registry changes and deploy models based on configurations☆21Updated 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 four p…☆39Updated 4 years ago