kaislar / ds_templateLinks
☆37Updated 3 years ago
Alternatives and similar repositories for ds_template
Users that are interested in ds_template are comparing it to the libraries listed below
Sorting:
- Basic and advanced MLflow examples for many ML flavors☆232Updated last year
- An end-to-end project on customer segmentation☆83Updated 2 years ago
- MLOps maturity assessment☆61Updated 2 years ago
- Example machine learning pipeline with MLflow and Hydra☆93Updated 2 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆149Updated last year
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆48Updated 3 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☆162Updated last week
- Tutorials on creating a reproducible and maintainable data science project☆148Updated 3 years ago
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"☆136Updated last year
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆182Updated last year
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆213Updated 10 months ago
- Streamline scikit-learn model comparison.☆143Updated 2 years ago
- 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☆111Updated 2 years ago
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data☆22Updated 3 years 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 three …☆240Updated 5 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆233Updated last year
- Demo for Using GitHub Actions in MLOps☆40Updated 3 years ago
- Example repo to kickstart integration with mlflow pipelines.☆77Updated 2 years ago
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆263Updated 2 years ago
- Template repository for data science lifecycle project☆196Updated 5 years ago
- Applied Machine Learning Explainability Techniques, published by Packt☆246Updated last week
- Maternal Health Risk prediction MLOps pipeline☆45Updated 2 years ago
- Demo Computer Vision Project☆63Updated 2 years ago
- Build Low Code Automated Tensorflow explainable models in just 3 lines of code. Library created by: Hasan Rafiq - https://www.linkedin.co…☆181Updated 2 years ago
- Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of p…☆338Updated last week
- A simple guide to MLOps through ZenML and its various integrations.☆187Updated last year
- ☆47Updated last year
- Engineering MLOps, published by Packt☆188Updated last week