Chim-SO / mlops-templateLinks
This is the MLOps Github template.
☆28Updated last year
Alternatives and similar repositories for mlops-template
Users that are interested in mlops-template are comparing it to the libraries listed below
Sorting:
- "1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data…☆49Updated last year
- MLFlow End to End Workshop at Chandigarh University☆11Updated 3 years ago
- Examples of using Evidently to evaluate, test and monitor ML models.☆48Updated last month
- MLOps stack example using Airflow, MLflow and other popular tools.☆45Updated 3 years ago
- This project is focused on the Deployment phase of machine learning. The Docker and FastAPI are used to deploy a dockerized server of tra…☆27Updated 3 years ago
- Machine Learning with TensorFlow Extended (TFX) Pipelines☆13Updated 2 years ago
- A Machine Learning Pipeline built with MLflow, Prefect, BentoML, Streamlit and Evidently.☆28Updated 3 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated last year
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆97Updated 3 years ago
- A pipeline to detect data drift and retrain the model when there is drift☆24Updated 2 years ago
- Reference code base for ML Engineering, Manning Publications☆137Updated 4 years ago
- Learn how to create reliable ML systems by testing code, data and models.☆91Updated 3 years ago
- A customer segmentation project can be approached in multiple ways. In this repository, we will explore advanced techniques for defining …☆275Updated 2 years ago
- NLP/LLM Mlops Pipeline to dev/train/evaluation, scalable deploy and monitoring systems.☆22Updated last year
- The repo associated with the Manning Publication☆130Updated 10 months ago
- A collection of companion Jupyter notebooks for Ensemble Methods for Machine Learning (Manning, 2023)☆91Updated 2 years ago
- This repository contains the implementation of evaluation metrics for recommendation systems. We have compared similarity, candidate gene…☆27Updated 11 months ago
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications☆105Updated 2 years ago
- Example code and notebooks related to mlflow, llmops, etc.☆43Updated last year
- A collection of examples demonstrating how to use dstack☆26Updated last year
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆36Updated 2 years ago
- An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell☆82Updated 3 years ago
- Repository for the LLMOps RAG with Airflow + Weaviate Learn use case.☆40Updated last year
- ☆54Updated 2 years ago
- Predict if a reservation will be canceled using robust Machine Learning pipelines with Airflow and Mlflow☆66Updated 2 years ago
- Notebooks demonstrating example applications of the cleanlab library☆132Updated 3 weeks ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆96Updated 3 years ago
- Deployment of ML models using Python's Scikit-Learn + FastAPI + Docker☆26Updated 3 years ago
- nbsynthetic is simple and robust tabular synthetic data generation library for small and medium size datasets☆69Updated 2 years ago
- ☆134Updated last year