khuyentran1401 / Machine-learning-pipelineLinks
Example machine learning pipeline with MLflow and Hydra
☆94Updated 2 years ago
Alternatives and similar repositories for Machine-learning-pipeline
Users that are interested in Machine-learning-pipeline are comparing it to the libraries listed below
Sorting:
- Practical Deep Learning at Scale with MLFlow, published by Packt☆162Updated last month
- An end-to-end project on customer segmentation☆83Updated 2 years ago
- Production-Ready Applied Deep Learning☆91Updated last month
- Introduction to MLflow with a demo locally and how to set it on AWS☆42Updated 4 years ago
- Demo for CI/CD in a machine learning project☆114Updated 2 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆149Updated last year
- Serving TensorFlow models with TensorFlow Serving☆43Updated 3 years ago
- Applied Machine Learning Explainability Techniques, published by Packt☆246Updated last month
- Learn how to create reliable ML systems by testing code, data and models.☆89Updated 3 years ago
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆263Updated 3 years ago
- Code samples for the Effective Data Science Infrastructure book☆115Updated 2 years ago
- Tutorials on creating a reproducible and maintainable data science project☆149Updated 3 years ago
- Demo Computer Vision Project☆65Updated 2 years ago
- Machine Learning Engineering with MLflow, published by Packt☆117Updated last month
- A simple guide to MLOps through ZenML and its various integrations.☆187Updated last year
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆49Updated 3 years ago
- ☆37Updated 3 years ago
- ☆66Updated 5 months ago
- A hands-on case study for demonstrating the stages involved in a machine learning project, from EDA to production.☆38Updated 2 years ago
- The repository contains a list of projects which I will work on while learning and implementing MLOps.☆79Updated 2 years ago
- Curriculum and roadmap from 0 to Mastery for MLOps. Adding value to your machine learning model by deploying it for people to use it to s…☆184Updated 3 years ago
- Basic and advanced MLflow examples for many ML flavors☆238Updated 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 three …☆241Updated 5 years ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆183Updated last year
- ☆12Updated 3 years ago
- MLOps maturity assessment☆61Updated 2 years ago
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆36Updated last year
- Demo for Using GitHub Actions in MLOps☆40Updated 3 years ago
- ☆151Updated 3 years ago
- Machine Learning begins with Human Learning☆108Updated 4 years ago