orcunsamitandogan Goto Github PK

api_test

awesome-black-friday-cyber-monday-deals

🟢 2023 Deals Live - Black Friday & Cyber Monday, Christmas & Holidays Deals for Developers, Techies, & Entrepreneurs,

basics-of-regression

Aim I: Prediction of diagnosis of diabetes based on selected physiological attributes Aim II: Comparison of Indian and Bangladesh datasets to open discussion to predict whether a patient has type I or type II diabetes. Each dataset is assessed by methods that are indicated. Detailed preprocessing has been done for each dataset. For each of them, accuracy and confusion matrixes are produced. Different regularization techniques are used for the same regression methods. Linear Ridge Regression reached up to 86.1% accuracy.

bayesian-analysis-of-gene-expressions

Bayesian analysis has been implemented on RNA sequences from beef calves. Pymc3 is used.

cab-company-investment

There are two cab companies and there are many features which belong to this dataset. My goal is investigate features and conclude best company to invest.

counter

Javascript Try

embedding_workspace

exercises-object-oriented

In this repository, you are going to find various questions and answers which are created in respect to object-oriented programming.

hypothesis-testing

This project involves the application of hypothesis testing on different artificial datasets. The types of tests are 1- Normality Tests, 1.1-Variance Tests, 2-Correlation Tests, 3-Stationary Tests, 4-Parametric Statistical Hypothesis Tests, 5-Nonparametric Statistical Hypothesis Tests. #statsmodel #scipy #pandas #numpy

liquor-sales-and-unemployment

Visualizing and finding clusters of a dataset with representing liquor sales and u3nemployment information for the state of Iowa for 2012-2021 which will focus on the affect of the pandemic. #R

maximum-likelihood-inference-expectation-maximization

Aim: Guessing coins and conclude the best scenario by limited data There are artificial coin toss experiments. In this project, the most possible expectation is demonstrated by using maximum likelihood. The project starts to run by the user`s guess, updates its parameters, and reports it. It keeps continuing to update until the updated parameters are not improving. #scipy #statsmodel #MaximumLikelihood #ExpectationMaximization

mit-6.001

Codes I have done for MIT 6.001 course.

prediction-of-diabetes

Project Title: Prediction of diagnosis of diabetes based on selected physiological attributes and comparison of Indian and Bangladesh dataset to open discussion to predict whether a patient has type I or type II diabetes.Linear Ridge Regression reached up to 86.1% accuracy.

real-estate-analysis-project-for-data-competation

scanpy-based-single-cell-rna-seq.-analysis

This is from single cell RNA sequencing analysis of mine. There is a manual I created for this repository in which you can find detailed explanations. I wrote series of functions which automates annotation of cells to cell types. Thanks to scanpy, we have ranked genes and thanks to the functions I have wrote, we can get most possible cell types automaticaly by help of PCA via using panglaodb database.