onurboyar

Retinal-Vessel-Segmentation

Retinal Vessel Segmentation using U-Net architecture. DRIVE and STARE datasets are used.

AnomalyDetection

Anomaly Detection with Multiple Techniques using KDDCUP'99 Dataset

SketchBasedFaceRecognition

Sketch based face recognition using AR and CUHK datasets. CNN and HoG methods are compared. Different augmentation techniques are applied due to limited data size.

AlgorithmicTrading

Different approaches to Trend Following strategy using R's quantstrat package.

CVAE

github for "Molecular generative model based on conditional variational autoencoder for de novo molecular design"

inzva-appliedAI-2021-1

Notebooks from the lecture I have given at inzva Applied AI program.

NaturalLanguageProcessing

Applications of Embeddings, Machine Translation and Spam Text Classification.

VarRedOpt

An R Library published on CRAN for variance reduction algorithms.

recompy

Applied-AI-Study-Group-2020-June

This is the repository for the content of inzva 2020-June Applied AI Study Group, guided by Ahmet Melek and Onur Boyar.

BayesianLinearRegression

Bayesian Multivariate Regression with Blocked Gibbs Sampling vs Frequentist Regression

BayesianMethodsforMachineLearning

BOSS

Bayesian Optimisation for String Spaces

DeepBall-Keras

Implementation of the DeepBall ball detector in Keras

devtools

Tools to make an R developer's life easier

ease_rec

embarrassingly shallow autoencoder

GaussianProcess

Application of Gaussian Processes as it is explained in Pattern Recognition and Machine Learning book.

google-research

Google Research

HousePricePrediction

House price estimation model and creation of API for that model using R plumbeR package.

mol_substructure_selector

molecule_structure_generation

Notebooks

This is where all of the IPython Notebooks will be kept from the blog

onurboyar

Config files for my GitHub profile.

planar-flow-pytorch

Pytorch implementation of Planar Flow

PRML

PRML algorithms implemented in Python

progen

Implementation and replication of ProGen, Language Modeling for Protein Generation, in Jax

RecommenderSystems

Application of Multivariate Denoising Autoencoders and Matrix Factorization techniques using MovieLens dataset.

shachipy

ubisoft-laforge-disentanglement-metrics

weighted-retraining