EsraKantarci/NeuralNetworkFromScratch

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Created almost 4 years ago
Updated almost 4 years ago

EsraKantarci/NeuralNetworkFromScratch

EsraKantarci

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How to make neural network from scratch? Here is the recipe, with the rice grain set.

mirasapp

Flutter based UI for legal inheritance share calculator

SGD-MiniBatch

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.

Jupyter Notebook

MinkowskiMahalanobis

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.

MatrixMultiplicatorWithThreads

Here is parallel processed matrix multiplication with random matrix generator and comparator.

EsraKantarci

Here is me, me is her.

recete

Lex and Lexical Analysis for our language called "recete"

liangBeansMachine

this is solution for 7.21 of liang java

SimyApp

Perceptron

How to create perceptron algorithm from scratch? Here the recipe, on wellknown Iris Dataset

Jupyter Notebook

dbase

My first year project for Database Management Systems.

resfebe-CRUD

Simple CRUD app with help of @mrtkp9993 on Go

DecisionTree

Decision Tree introduction with python

Jupyter Notebook

TurkeyEarthquakesPrediction

Using Kaggle's 1910-2017 Turkey Earthquake Dataset, implemented Auto-sklearn for prediction and ended up with higher than 0.8 R2 score.

Jupyter Notebook

simya

1. senemde Turkcell Geleceği Yazan Kadınlar için yaptığımız Android çalışması.

BPlusTreeQuery

This was an assignment for the File Organization and Management class. You can find the detailed report on the repo.

ImageProcessing

My image processing homeworks with Python will be stored here for the further references

SpeedDating101

Using Kaggle's Speed Dating dataset, implemented several machine learning models to understand human behavior on the dates.

Jupyter Notebook

TaylorSeriesWithThread

In this task, pi's digits are calculated using taylor series on parallel programming methods