Berker Demirel (@berkerdemirel)
github

berkerdemirel

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Top repositories

1

Machine-Learning-From-Scratch

KNN, KMeans, Decision Tree, Naive Bayesian, Linear Regression, Principal Component Analysis, Neural Networks, Support Vector Machines all written in C++ from scratch.
C++
8
star
2

decompl

DECOMPL: Decompositional Learning with Attention Pooling for Group Activity Recognition from a Single Volleyball Image
Python
4
star
3

Parallel-Breadth-First-Search-OpenMP-and-CUDA

Implementation of Direction Optimizing BFS in both OpenMP and CUDA (C++)
C
4
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4

ADRMX

ADRMX: Additive Disentanglement of Domain Features with Remix Loss
Python
2
star
5

Deep-Convolutional-Generative-Adversarial-Networks

Deep Convolutional Generative Adversarial Network implementation in Python.
Python
2
star
6

Linear-Algebra

A big matrix class written in C++, that serves advanced linear algebra techniques like SVD, QR factorization, inverse and eigenvalues.
C++
2
star
7

Statistics-Toolbox

A toolbox for ANOVA and Linear Regression
Jupyter Notebook
2
star
8

Expectation-Maximization-Algorithm

MATLAB Implementation of Expectation-Maximization Algorithm
MATLAB
2
star
9

Graph-Algorithms

Graph algorithms: traversal algorithms, detecting cycle, finding diameter, shortest path algorithms, finding node metrics and coloring algorithms
C++
2
star
10

berkerdemirel.github.io

HTML
1
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11

UMAP

Implementation of UMAP dimensionality reduction algorithm in Python
Python
1
star
12

GPT-from-scratch

Re-implementation of Andrej Karpathy's nanoGPT
Python
1
star
13

data-structures

C++ implementations of common data structures
C++
1
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14

Sorting-Algorithms

Implementation of popular sorting algorithms in C++
C++
1
star