Esra's Projects
My training space for blockchain
This was an assignment for the File Organization and Management class. You can find the detailed report on the repo.
Data analysis
My first year project for Database Management Systems.
Decision Tree introduction with python
Here is me, me is her.
My image processing homeworks with Python will be stored here for the further references
this is solution for 7.21 of liang java
Here is parallel processed matrix multiplication with random matrix generator and comparator.
This repo includes Minkowski and Mahalanobis distance implementation without using any data mining or linear algebra libraries. It also has covariance matrix implementation, which can be handy as well.
Flutter based UI for legal inheritance share calculator
How to make neural network from scratch? Here is the recipe, with the rice grain set.
Code for optimization course
How to create perceptron algorithm from scratch? Here the recipe, on wellknown Iris Dataset
Lex and Lexical Analysis for our language called "recete"
My training space for fullstack dev challanges
Simple CRUD app with help of @mrtkp9993 on Go
How to apply stochastic gradient descent or mini batch gradient descent to Neural Network without using machine learning libraries? Here is the recipe. And also, for the neural network implementation explanations, please see my older repositories.
1. senemde Turkcell Geleceği Yazan Kadınlar için yaptığımız Android çalışması.
Using Kaggle's Speed Dating dataset, implemented several machine learning models to understand human behavior on the dates.
In this task, pi's digits are calculated using taylor series on parallel programming methods
Using Kaggle's 1910-2017 Turkey Earthquake Dataset, implemented Auto-sklearn for prediction and ended up with higher than 0.8 R2 score.