kylegallatin / mlops-pipelineLinks
☆21Updated 4 years ago
Alternatives and similar repositories for mlops-pipeline
Users that are interested in mlops-pipeline are comparing it to the libraries listed below
Sorting:
- Best practices for engineering ML pipelines.☆36Updated 3 years ago
- How to do data science with Optimus, Spark and Python.☆19Updated 6 years ago
- Demo on how to use Prefect with Docker☆27Updated 3 years ago
- MLOps simplified. One-stop AI delivery platform, all the features you need.☆103Updated this week
- ☆21Updated 2 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 10 months ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆82Updated 3 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
- Strategies to deploy deep learning models☆27Updated 7 years ago
- Using Kafka-Python to illustrate a ML production pipeline☆112Updated 2 years ago
- Slides and notebook for the workshop on serving bert models in production☆25Updated 3 years ago
- Production Machine Learning Pipeline for Text Classification with fastText☆33Updated 4 years ago
- Powerful rapid automatic EDA and feature engineering library with a very easy to use API 🌟☆53Updated 3 years ago
- Various methods for generating synthetic data for data science and ML☆80Updated 4 years ago
- A scikit-learn compatible estimator based on business-rules with interactive dashboard included☆28Updated 4 years ago
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆106Updated 2 years ago
- Anovos - An Open Source Library for Scalable feature engineering Using Apache-Spark☆74Updated 2 years ago
- Record matching and entity resolution at scale in Spark☆35Updated 2 years ago
- ☆19Updated 4 years ago
- Instant search for and access to many datasets in Pyspark.☆34Updated 3 years ago
- API-First approach to make Machine Learning solution usable☆13Updated 6 years ago
- Building an API with the FastAPI framework to serve a scikit-learn model.☆18Updated 6 years ago
- Automatically transform all categorical, date-time, NLP variables to numeric in a single line of code for any data set any size.☆65Updated 9 months ago
- Machine Learning pipeline MVP on Docker and Apache Airflow☆15Updated 3 years ago
- Material for Talk Python Training course on Getting Started with Dask.☆29Updated 2 years ago
- ☆66Updated 6 months ago
- This script pulls the gasoline price time series (from the EIA), and performs unsupervised time series anomaly detection using a variety …☆12Updated 6 years ago
- This MVP data web app uses the Streamlit framework and Facebook's Prophet forecasting package to generate a dynamic forecast from your ow…☆66Updated last year
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 4 years ago
- A simple search engine to search medium stories built with streamlit and elasticsearch.☆40Updated 3 years ago