RENT
RENT: A Python Package for Repeated Elastic Net Feature Selection - Published in JOSS (2021)
automatic-detection-of-lumpy-skin-disease-using-deep-learning-techniques
Independent Research Project on Automatic Detection Of Lumpy Skin Disease Using Deep Learning Techniques.
pidc-nn_minernet
Deep Learning Algorithm for Computer Vision with a New Technique and Concept: PIDC-NN for Binary Classification Tasks in a Coal Preparation Plant (MinerNet)
diametrics
DiaMetrics is a web-based educational resource for exploring important concepts regarding binary classification (and its evaluation), which is important in many different fields such as psychodiagnostics (e.g. in determining cut-off values for tests), machine learning or medical testing.
https://github.com/ahmedshahriar/customer-churn-prediction
Extensive EDA of the IBM telco customer churn dataset, implemented various statistical hypotheses tests and Performed single-level Stacking Ensemble and tuned hyperparameters using Optuna.
https://github.com/fasttrees/fasttrees
A fast and frugal tree classifier for sklearn
attention-meets-perturbation
📝 Official Implementation of "Attention Meets Perturbation: Robust and Interpretable Attention with Adversarial Training"
diametrics_de
DiaMetrics_DE is the German version of Diametrics: a web-based educational resource for exploring important concepts regarding binary classification (and its evaluation), which is important in many different fields such as psychodiagnostics (e.g. in determining cut-off values for tests), machine learning or medical testing.
https://github.com/ahmedshahriar/telco-customer-churn-prediction-streamlit-app
This streamlit app predicts the churn rate using Gradient Boosting models (XGBoost, Catboost, LightGBM) on IBM Customer Churn Dataset