zelros / cinnamonLinks
CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system
☆76Updated 3 years ago
Alternatives and similar repositories for cinnamon
Users that are interested in cinnamon are comparing it to the libraries listed below
Sorting:
- NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for …☆108Updated 3 years ago
- ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for any…☆102Updated 3 years ago
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆107Updated 2 years ago
- Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores☆100Updated 4 months ago
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆215Updated 2 months ago
- SPEAR: Programmatically label and build training data quickly.☆109Updated last year
- Multivariate Boosted TRee☆63Updated 3 years ago
- Powerful rapid automatic EDA and feature engineering library with a very easy to use API 🌟☆53Updated 4 years ago
- An unsupervised feature selection technique using supervised algorithms such as XGBoost☆92Updated 2 years ago
- Phi_K correlation analyzer library☆172Updated 2 weeks ago
- A library of Reversible Data Transforms☆131Updated last week
- Tries to shrink your Pandas column dtypes with no data loss so you have more spare RAM☆86Updated 2 years ago
- Probabilistic Gradient Boosting Machines☆157Updated last year
- A toolbox for fair and explainable machine learning☆55Updated last year
- Cyclic Boosting Machines - an explainable supervised machine learning algorithm☆62Updated last year
- Train Gradient Boosting models that are both high-performance *and* Fair!☆106Updated last month
- Frouros: an open-source Python library for drift detection in machine learning systems.☆246Updated last week
- Clustering for mixed-type data☆101Updated last year
- Scikit-Learn compatible transformer that turns categorical variables into dense entity embeddings.☆42Updated 2 years ago
- Streamline scikit-learn model comparison.☆142Updated 3 years ago
- stratx is a library for A Stratification Approach to Partial Dependence for Codependent Variables☆66Updated last year
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 4 years ago
- Pipeline components that support partial_fit.☆46Updated last year
- 🍦 Deployment tool for online machine learning models☆98Updated 3 years ago
- 📊 Explain why metrics change by unpacking them☆40Updated 2 weeks ago
- Missing data amputation and exploration functions for Python☆72Updated 3 years ago
- 📈🔍 Lets Python do AB testing analysis.☆78Updated 9 months ago
- zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range fr…☆251Updated 3 weeks ago
- Super Simple Similarities Service☆155Updated 9 months ago
- OptimalFlow is an omni-ensemble and scalable automated machine learning Python toolkit, which uses Pipeline Cluster Traversal Experiments…☆27Updated 2 years ago