lucazav / binclass-toolsLinks
The binclass-tools package contains a set of Python wrappers and interactive plots that facilitate the analysis of binary classification problems.
☆73Updated 2 years ago
Alternatives and similar repositories for binclass-tools
Users that are interested in binclass-tools are comparing it to the libraries listed below
Sorting:
- Feature engineering package with sklearn like functionality☆56Updated last year
- ☆150Updated 2 months ago
- WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)☆159Updated 3 years ago
- How to Interpret SHAP Analyses: A Non-Technical Guide☆58Updated 4 years ago
- Streamline scikit-learn model comparison.☆142Updated 3 years ago
- An unsupervised feature selection technique using supervised algorithms such as XGBoost☆92Updated 2 years ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆324Updated 9 months ago
- ☆203Updated 3 months ago
- Phi_K correlation analyzer library☆172Updated 3 weeks 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
- Nested cross-validation for unbiased predictions. Can be used with Scikit-Learn, XGBoost, Keras and LightGBM, or any other estimator that…☆64Updated 6 years ago
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆215Updated 3 months ago
- pipreqs with jupyter notebook support☆72Updated 2 years ago
- Scikit-Learn API wrapper for Keras.☆249Updated last year
- Get started DVC project (NLP, random forest)☆191Updated last year
- streamlit-shap provides a wrapper to display SHAP plots in Streamlit.☆90Updated 3 years ago
- ☆102Updated 4 months ago
- Automated Tool for Optimized Modelling☆163Updated last year
- Scikit-Learn compatible transformer that turns categorical variables into dense entity embeddings.☆42Updated 2 years ago
- Example machine learning pipeline with MLflow and Hydra☆95Updated 2 years ago
- How to use SHAP values for better cluster analysis☆60Updated 3 years ago
- Clusteval provides methods for unsupervised cluster validation☆67Updated 2 weeks ago
- Explore and compare 1K+ accurate decision trees in your browser!☆168Updated last year
- Automatically transform all categorical, date-time, NLP variables to numeric in a single line of code for any data set any size.☆65Updated last year
- Fast SHAP value computation for interpreting tree-based models☆553Updated 2 years ago
- Frouros: an open-source Python library for drift detection in machine learning systems.☆249Updated this week
- Tutorials on creating a reproducible and maintainable data science project☆149Updated 3 years ago
- Find data quality issues and clean your data in a single line of code with a Scikit-Learn compatible Transformer.☆135Updated 2 years ago
- A python library for hierarchical classification compatible with scikit-learn☆136Updated 11 months ago
- 100 applications built with H2O Wave☆99Updated 3 years ago