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Data Science algorithms and topics that you must know. (Newly Designed) Recommender Systems, Decision Trees, K-Means, LDA, RFM-Segmentation, XGBoost in Python, R, and Scala.

🤖 HealthCare ChatBot Major -1 (4th year - 7th semester) Health Care Chat-Bot is a Healthcare Domain Chatbot to simulate the predictions of a General Physician. ChatBot can be described as software that can chat with people using artificial intelligence. These software are used to perform tasks ... Read more

Seminar work "Decision Trees - An Introduction" with presentation, seminar paper, and Python implementation

C4.5 Decision Tree python implementation with validation, pruning, and attribute multi-splitting

This repository contains Python scripts for calculating the Gini Impurity measure for each feature in a relational dataset, great for feature selection, data preprocessing, decision tree construction, binary classification tasks.

Building Decision Trees From Scratch In Python

An algorithm for learning optimal decision trees, with Python interface

Decision Tree with PEP,MEP,EBP,CVP,REP,CCP,ECP pruning algorithms,all are implemented with Python(sklearn-decision-tree-prune included,All are finished).

(Python, R, C++) Explainable outlier/anomaly detection through decision tree conditioning

Decision tree implementation from scratch