BCG-X-Official / pytools
Foundational tools for BCG X's data science packages.
☆35Updated 7 months ago
Alternatives and similar repositories for pytools:
Users that are interested in pytools are comparing it to the libraries listed below
- DataFrame support for scikit-learn.☆62Updated last year
- Anovos - An Open Source Library for Scalable feature engineering Using Apache-Spark☆76Updated last year
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆104Updated last year
- stratx is a library for A Stratification Approach to Partial Dependence for Codependent Variables☆65Updated 10 months ago
- An abstraction layer for parameter tuning☆35Updated 6 months ago
- Kedro Plugin to support running workflows on Kubeflow Pipelines☆53Updated 6 months ago
- A Kedro plugin that provides pandas dropin replacements for the pandas datasets (e.g modin and cuDF)☆12Updated 4 years ago
- 📈🔍 Lets Python do AB testing analysis☆76Updated 11 months ago
- Automatically export Jupyter notebooks to various file formats (.py, .html, and more) on save.☆75Updated last year
- Cyclic Boosting Machines - an explainable supervised machine learning algorithm☆60Updated 6 months ago
- NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for …☆106Updated 2 years ago
- Examples of data science projects created with Kedro.☆170Updated last year
- Model Error Analysis for scikit-learn models.☆29Updated 3 years ago
- A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosyst…☆151Updated last year
- Developmental tools to detect data drift☆15Updated last year
- vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distr…☆121Updated 2 months ago
- Tries to shrink your Pandas column dtypes with no data loss so you have more spare RAM☆83Updated last year
- Buy Till You Die and Customer Lifetime Value statistical models in Python.☆116Updated 9 months ago
- A unified wrapper for various ML frameworks - to have one uniform scikit-learn format for predict and predict_proba functions.☆45Updated 2 months ago
- Example usage of scikit-hts☆57Updated 2 years ago
- A collection of MLflow custom flavors☆15Updated last year
- mlmachine accelerates machine learning experimentation☆30Updated 3 years ago
- sktime - python toolbox for time series: pipelines and transformers☆25Updated 2 years ago
- Dockerized ML Cookiecutter☆72Updated 2 years ago
- ☆43Updated 2 years ago
- 📚 Jupyter Notebooks extension for versioning, managing and sharing notebook checkpoints in your machine learning and data science projec…☆35Updated last year
- Plugins, extensions, case studies, articles, and video tutorials for Kedro☆71Updated 3 months ago
- Render Jupyter Notebooks With Metaflow Cards☆25Updated 5 months ago
- Woodwork is a Python library that provides robust methods for managing and communicating data typing information.☆151Updated 3 weeks ago
- A GitHub Action that makes it easy to use Great Expectations to validate your data pipelines in your CI workflows.☆80Updated 10 months ago