SHAP-based validation for linear and tree-based models. Applied to binary, multiclass and regression problems.

data-science machine-learning statistics data-analysis tree-model multi-class-classification binary-classifiers recursive-feature-elimination shap feature-elimination regressors

• Updated Nov 5, 2026
• Python

Localizing the the digits in images from the Google SVHN (Street View House Numbers) dataset

localization dataset digits image-analysis ground-truth bounding-boxes binary-classifiers

• Updated Jul 28, 2017
• C++

This streamlit app predicts the churn rate using Gradient Boosting models (XGBoost, Catboost, LightGBM) on IBM Customer Churn Dataset

python data-science machine-learning scikit-learn sklearn jupyter-notebook pandas binary-classification binary-classifiers streamlit stacking-ensemble streamlit-webapp

• Updated Mar 8, 2024
• Python

Supervised Binary Classifier For IoT Data Stream

random-forest python3 stream-processing pyspark spark-streaming naive-bayes-classifier model-building binary-classifiers

• Updated Apr 29, 2021
• Jupyter Notebook

This repository contains some machine learning projects as a practise on machine learning course on Coursera for Prof. Andrew Ng from Stanford University.

machine-learning matlab machine-learning-algorithms octave classification logistic-regression machinelearning machine-learning-coursera logistic-regresion classification-algorithm logistic-regression-algorithm machine-learning-practice classification-model binary-classifiers logisticregression machine-learning-projects binary-classifications binary-classifier binary-classificaiton machine-learning-matlab

• Updated May 7, 2020
• MATLAB

An R package to create and visualise fast-and-frugal decision trees (FFTs)

machine-learning r statistics rstats decision-trees heuristics binary-classifiers r-packages fast-and-frugal

• Updated May 3, 2026
• R

python machine-learning deep-neural-networks deep-learning keras keras-tutorials convolutional-neural-networks keras-models keras-classification-models binary-classification binary-classifiers

• Updated Dec 21, 2017
• Python

This project creates a binary classifier that is capable of predicting whether applicants will be successful if funded by the Alphabet Soup Charity Program

deep-learning classification neurons binary-classifiers model-accuracy

• Updated Feb 15, 2021
• Jupyter Notebook

Binary classifier on tabular data 🍇 #Datamecum_Datathon

machine-learning eda datathon binary-classifiers

• Updated Feb 4, 2024
• Jupyter Notebook

🤖 A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API and C++ backend.

education machine-learning deep-neural-networks deep-learning neural-network machine-learning-algorithms autograd neural-networks educational machinelearning deeplearning mlp binary-classification educational-project binary-classifiers binary-classifier binaryclassification autograd-engine

• Updated Sep 25, 2025
• Jupyter Notebook