cwallaceh / sklearn_fastapi_dockerLinks
Deployment of ML models using Python's Scikit-Learn + FastAPI + Docker
☆25Updated 3 years ago
Alternatives and similar repositories for sklearn_fastapi_docker
Users that are interested in sklearn_fastapi_docker are comparing it to the libraries listed below
Sorting:
- A Machine Learning Pipeline built with MLflow, Prefect, BentoML, Streamlit and Evidently.☆26Updated 2 years ago
- Machine Learning Ops Project☆29Updated last year
- Machine Learning Model Serving Patterns and Best Practices☆35Updated last year
- Awesome MLOps Course Outline☆34Updated 2 years ago
- MLflow is Open source platform for the machine learning lifecycle so here you can learn MLflow End to End Example with Prediction.☆13Updated 2 years ago
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data☆22Updated 2 years ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆82Updated 2 years ago
- Computer Vision Papers of the week☆17Updated 2 years ago
- This is an overview of a MLOps architecture that includes both Airflow and MLflow running on separate Docker containers.☆21Updated 2 years ago
- An end-to-end project on customer segmentation☆81Updated 2 years ago
- A hands-on case study for demonstrating the stages involved in a machine learning project, from EDA to production.☆37Updated last year
- ☆20Updated 2 years ago
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆35Updated last year
- Practical Deep Learning at Scale with MLFlow, published by Packt☆160Updated last year
- Demo Computer Vision Project☆62Updated 2 years ago
- This is code depository for my upcoming session. Will update details post the session☆40Updated 2 years ago
- Machine Learning Engineering with MLflow, published by Packt☆115Updated 11 months ago
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago
- Demo for CI/CD in a machine learning project☆106Updated last year
- An end-to-end tutorial to forecast the M5 dataset using feature engineering pipelines and gradient boosting.☆16Updated 2 years ago
- Deploying Models to Production with Mlflow and AWS Sagemaker☆22Updated 3 years ago
- This curated list contains python packages for time series analysis☆14Updated 2 years ago
- ☆11Updated 2 years ago
- This repository contains instructions, template source code and examples on how to serve/deploy machine learning models using various fra…☆53Updated 2 years ago
- Comet for Data Science, published by Packt☆42Updated last year
- Example MLOps using BentoML & mlFlow☆38Updated 4 years ago
- Machine Learning for Streaming Data with Python, published by Packt☆71Updated last year
- An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell☆77Updated 2 years ago
- Creating a Gradio user interface to predict the sentiment of a tweet☆12Updated 3 years ago
- Introduction to MLflow with a demo locally and how to set it on AWS☆42Updated 4 years ago