Discover ezgisubasi/decision-tree-from-scratch Open Source project

Stars
7
Rank 2,294,772 (Top 46 %)
Language
Python
Created over 3 years ago
Updated over 3 years ago

ezgisubasi

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

This program compares the scratch-written version of the decision tree algorithm with the scikit-learn version. Scratch one also includes entropy, gini, max_depth and min_samples as hyperparameters and it evaluates accordingly after the tuning process.

turkish-tweets-sentiment-analysis

This sentiment analysis project determines whether the tweets posted in the Turkish language on Twitter are positive or negative.

Jupyter Notebook

breast-cancer-gene-expression

This project aims to predict people who will survive breast cancer using machine learning models with the help of clinical data and gene expression profiles of the patients.

Jupyter Notebook

rasa-travel-chatbot

Here is my Senior Design Project that I implemented to graduate from Computer Engineering. It is a chatbot made in RASA and helps the user to plan their vacation in the Turkish language. In order to plan the user's vacation, it provides reservations by asking various questions for hotel, flight, or event.

Python

kmeans-clustering-from-scratch

This program makes predictions for 3 datasets by using an implementation of the K-means algorithm both from scratch and the sci-kit learn library. The K-means algorithm used in this program only works for k 3, 4, and 6 values.

Python