lucazav / binclass-tools
The binclass-tools package contains a set of Python wrappers and interactive plots that facilitate the analysis of binary classification problems.
☆76Updated 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
- Feature engineering package with sklearn like functionality☆53Updated 6 months ago
- An unsupervised feature selection technique using supervised algorithms such as XGBoost☆89Updated last year
- ☆198Updated 3 weeks ago
- Scikit-Learn compatible transformer that turns categorical variables into dense entity embeddings.☆42Updated last year
- Streamline scikit-learn model comparison.☆146Updated 2 years ago
- How to Interpret SHAP Analyses: A Non-Technical Guide☆52Updated 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…☆100Updated 2 years ago
- CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system☆76Updated 2 years ago
- How to use SHAP values for better cluster analysis☆56Updated 2 years ago
- Fast implementation of Venn-ABERS probabilistic predictors☆72Updated last year
- WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)☆160Updated 2 years ago
- ☆97Updated 3 weeks ago
- A power-full Shapley feature selection method.☆203Updated 10 months ago
- Example machine learning pipeline with MLflow and Hydra☆88Updated last year
- Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome…☆121Updated 10 months ago
- pipreqs with jupyter notebook support☆68Updated last year
- Simple & Easy-to-use python modules to perform Quick Exploratory Data Analysis for any structured dataset!☆104Updated 2 years ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆277Updated this week
- ☆21Updated 11 months ago
- ☆150Updated 2 years ago
- Clustering for mixed-type data☆98Updated 7 months ago
- Resources for some of our education content☆39Updated last month
- Cyclic Boosting Machines - an explainable supervised machine learning algorithm☆60Updated 6 months ago
- ☆17Updated 3 years ago
- Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib☆19Updated 3 years ago
- Scikit-Learn API wrapper for Keras.☆245Updated 3 months ago
- ☆24Updated 2 years ago
- Exploratory repository to study predictive survival analysis models☆33Updated last year
- A tutorial on how to use kedro-mlflow plugin (https://github.com/Galileo-Galilei/kedro-mlflow) to synchronize training and inference and …☆37Updated 2 years ago
- Bringing back uncertainty to machine learning.☆51Updated 9 months ago