Discover @ezgisubasi Open Source projects

Ezgi Subaşı (@ezgisubasi)

ezgisubasi

Stars
232
Global Rank 109,653 (Top 4 %)
Followers 199
Following 87
Registered over 5 years ago
Most used languages

Python
50.0 %

Jupyter Notebook
41.7 %

Java
8.3 %
Location 🇹🇷 Turkey
Country Total Rank 611
Country Ranking

Jupyter Notebook
22

Python
198

Java
1,248

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.

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.

exploratory-data-analysis

It is a workshop for Data Analysis and Training a Model. It includes exploratory data analysis of the Melbourne house dataset and model training with an accuracy score.

Jupyter Notebook

deep-learning-examples

Code exercises that include Deep Learning models are here!

Jupyter Notebook

solar-power-generation-enerjisa-datathon

Description and Read.Me will be added soon! Only code is available.

Jupyter Notebook

knn-from-scratch

In this program, the KNN algorithm is written from scratch using the inverse distance weighted method and predicts the classes of test data. Then the results of KNN written from scratch and scikit learn are compared and the decision boundaries are plotted.

decision-tree-from-scratch

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.

ezgisubasi

ObjectCounting

Counting number of the objects from an image with using TSF and Levialdi Algorithms and comparing their speeds.

linear-regression-from-scratch

This code performs linear regression with one variable using a stochastic gradient descent algorithm which fits a line to a given dataset. In this program, analytical solution and stochastic gradient descent are compared, and the loss in each iteration is measured with MSE.

StudentSurveyAnalysis

The program reads all student data according to MEF University from Excel file (or files), its analysis, visualize some results with graphs and generate reports.

DualCoreCPU

Simple Dual Core CPU