khuyentran1401 / reproducible-data-scienceLinks
Tutorials on creating a reproducible and maintainable data science project
☆146Updated 3 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
Sorting:
- Demo for CI/CD in a machine learning project☆108Updated 2 years ago
- Find data quality issues and clean your data in a single line of code with a Scikit-Learn compatible Transformer.☆131Updated last year
- An end-to-end project on customer segmentation☆83Updated 2 years ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆161Updated last year
- A book of subtle code tricks and gem resources for all things data, machine learning and deep learning.☆167Updated 10 months ago
- Slides for "Feature engineering for time series forecasting" talk☆61Updated 2 years ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆182Updated last year
- Feature engineering package with sklearn like functionality☆54Updated 11 months ago
- summarytools in jupyter notebook☆111Updated 11 months ago
- Machine Learning Engineering with MLflow, published by Packt☆117Updated last year
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications☆102Updated 2 years ago
- Applied Machine Learning Explainability Techniques, published by Packt☆247Updated last year
- MLOps maturity assessment☆60Updated 2 years ago
- ☆37Updated 2 years ago
- Template for a data science project☆729Updated 3 months ago
- Example machine learning pipeline with MLflow and Hydra☆91Updated 2 years ago
- Machine Learning Engineering with Python☆185Updated 2 years ago
- Code samples for the Effective Data Science Infrastructure book☆115Updated 2 years ago
- It's all in the name☆81Updated 2 years ago
- Start a data science project with modern tools☆199Updated last year
- Engineering MLOps, published by Packt☆187Updated 2 years ago
- Streamline scikit-learn model comparison.☆144Updated 2 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆148Updated last year
- An example MLFlow project☆48Updated 6 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
- Template repository for data science lifecycle project☆195Updated 5 years ago
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆35Updated last year
- ☆35Updated 6 months ago
- 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…☆48Updated 3 years ago