omrkocak

omrkocak

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TurkeyLearningInitiative

TLI offers educational resources for earthquake-affected communities in Turkey. Find a comprehensive curriculum and detailed course materials in this repository, covering a range of subjects. Join the effort to support continued education and make a difference.

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cs-video-courses

List of Computer Science courses with video lectures.

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deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

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KNN-DecisionTree-Bayes-Apriori

Bu projede 4 adet makine öğrenmesi algoritması üzerinde çalışılmıştır.

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machine-learning

Practical Full-Stack Machine Learning

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numpy-100

100 numpy exercises (with solutions)

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webgl-examples

Code examples that accompany the MDN WebGL documentation

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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.

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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.

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Intelligent_Algorithm

Optimization problem solving: genetic algorithm, ant colony algorithm, tabu search algorithm, simulated annealing algorithm, particle swarm optimization

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Ant-Colony-Optimization

implementation of Ant colony Optimization using Python

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rL-GenSVM

Feature selection and tumor classification for microarray data using relaxed Lasso and generalized multi-class support vector machine

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cec-benchmark-2013-python

for testing metaheuristic algorithm which is specific for continuous search spaces like Particle Swarm optimizations, Differential evolutions, etc, one can be sure about the performances of algorithm bt testing them in this benchmark. benchmark has been defined by IEEE World Congress on Computational Intelligence in C++. then developers implemented them in MATLAB and R. Now I have implemented them in Python as these language getting hit between data scientists a lot. I hope you find it useful.

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Feature_Selection

This repo contains about feature selection techniques.

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