khuyentran1401 / reproducible-data-science
Tutorials on creating a reproducible and maintainable data science project
☆142Updated 2 years ago
Alternatives and similar repositories for reproducible-data-science:
Users that are interested in reproducible-data-science are comparing it to the libraries listed below
- Demo for CI/CD in a machine learning project☆97Updated last year
- An end-to-end project on customer segmentation☆81Updated 2 years ago
- Find data quality issues and clean your data in a single line of code with a Scikit-Learn compatible Transformer.☆128Updated last year
- Streamline scikit-learn model comparison.☆146Updated 2 years ago
- Example machine learning pipeline with MLflow and Hydra☆88Updated last year
- summarytools in jupyter notebook☆103Updated 5 months ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆159Updated last year
- Slides for "Feature engineering for time series forecasting" talk☆58Updated 2 years ago
- ☆33Updated 3 weeks ago
- Feature engineering package with sklearn like functionality☆52Updated 5 months ago
- Template for a data science project☆703Updated 2 months ago
- It's all in the name☆76Updated last year
- Useful data science and Python code snippets at Data Science Simplified☆68Updated 3 years ago
- Code samples for the Effective Data Science Infrastructure book☆113Updated last year
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago
- Machine Learning Engineering with Python☆179Updated last year
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆47Updated 3 years ago
- Example repo to kickstart integration with mlflow pipelines.☆74Updated 2 years ago
- Explore and compare 1K+ accurate decision trees in your browser!☆159Updated 11 months ago
- Applied Machine Learning Explainability Techniques, published by Packt☆239Updated last year
- An example MLFlow project☆48Updated last month
- A hands-on case study for demonstrating the stages involved in a machine learning project, from EDA to production.☆37Updated last year
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆179Updated 7 months ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆145Updated 10 months 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
- MLOps maturity assessment☆60Updated last year
- Code repository for the online course "Feature Engineering for Time Series Forecasting".☆181Updated last year
- Start a data science project with modern tools☆189Updated last year
- pipreqs with jupyter notebook support☆67Updated last year
- ☆64Updated this week