Esra's repositories
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.
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.
EsraKantarci
Here is me, me is her.
MatrixMultiplicatorWithThreads
Here is parallel processed matrix multiplication with random matrix generator and comparator.
BPlusTreeQuery
This was an assignment for the File Organization and Management class. You can find the detailed report on the repo.
DecisionTree
Decision Tree introduction with python
ImageProcessing
My image processing homeworks with Python will be stored here for the further references
liangBeansMachine
this is solution for 7.21 of liang java
NeuralNetworkFromScratch
How to make neural network from scratch? Here is the recipe, with the rice grain set.
Optimization
Code for optimization course
Perceptron
How to create perceptron algorithm from scratch? Here the recipe, on wellknown Iris Dataset
resfebe-CRUD
Simple CRUD app with help of @mrtkp9993 on Go
SpeedDating101
Using Kaggle's Speed Dating dataset, implemented several machine learning models to understand human behavior on the dates.
TaylorSeriesWithThread
In this task, pi's digits are calculated using taylor series on parallel programming methods
TurkeyEarthquakesPrediction
Using Kaggle's 1910-2017 Turkey Earthquake Dataset, implemented Auto-sklearn for prediction and ended up with higher than 0.8 R2 score.
blockchain
My training space for blockchain
Covid19
Data analysis
ReduxTraining
My training space for fullstack dev challanges