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:
- Tutorials on creating a reproducible and maintainable data science project☆150Updated 3 years ago
- An end-to-end project on customer segmentation☆83Updated 3 years ago
- MLOps maturity assessment☆61Updated 2 years ago
- Example machine learning pipeline with MLflow and Hydra☆95Updated 2 years ago
- Demo for CI/CD in a machine learning project☆115Updated 2 years ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆163Updated 3 weeks ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆151Updated last year
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"☆135Updated last year
- Basic and advanced MLflow examples for many ML flavors☆241Updated last year
- Template repository for data science lifecycle project☆200Updated 5 years ago
- A simple guide to MLOps through ZenML and its various integrations.☆188Updated last year
- Streamline scikit-learn model comparison.☆143Updated 3 years ago
- 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☆81Updated 3 years ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆184Updated last year
- Slides for "Feature engineering for time series forecasting" talk☆64Updated 3 years ago
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications☆104Updated 2 years ago
- Engineering MLOps, published by Packt☆189Updated 3 weeks ago
- Applied Machine Learning Explainability Techniques, published by Packt☆246Updated 3 weeks ago
- Build Low Code Automated Tensorflow explainable models in just 3 lines of code. Library created by: Hasan Rafiq - https://www.linkedin.co…☆180Updated 3 years ago
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆265Updated 3 years ago
- Demo for Using GitHub Actions in MLOps☆40Updated 3 years ago
- This repository provides a simple deployment-ready project layout for a Streamlit app. Simply swap out the code in `app.py` for your own …☆59Updated 4 years ago
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆215Updated last month
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆49Updated 4 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆233Updated last year
- Code samples for the Effective Data Science Infrastructure book☆116Updated 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 …☆241Updated 5 years ago
- Construct a modern data stack and orchestration the workflows to create high quality data for analytics and ML applications.☆236Updated 3 years ago