Onur Boyar's Projects
Different approaches to Trend Following strategy using R's quantstrat package.
anomaly detection with GAN
Anomaly Detection with Multiple Techniques using KDDCUP'99 Dataset
This is the repository for the content of inzva 2020-June Applied AI Study Group, guided by Ahmet Melek and Onur Boyar.
Bayesian Multivariate Regression with Blocked Gibbs Sampling vs Frequentist Regression
Bayesian Optimisation for String Spaces
github for "Molecular generative model based on conditional variational autoencoder for de novo molecular design"
Survival analsyis and time-to-failure predictive modeling using Weibull distributions and Recurrent Neural Networks in Keras
Implementation of the DeepBall ball detector in Keras
Tools to make an R developer's life easier
embarrassingly shallow autoencoder
Application of Gaussian Processes as it is explained in Pattern Recognition and Machine Learning book.
Google Research
House price estimation model and creation of API for that model using R plumbeR package.
inzva AI Projects #2 - Image Restoration Project
Notebooks from the lecture I have given at inzva Applied AI program.
Gradio-App for Japanese English Translation Model
Applications of Embeddings, Machine Translation and Spam Text Classification.
This is where all of the IPython Notebooks will be kept from the blog
Contains Example Programs and Notebooks for some courses at Bogazici University, Department of Computer Engineering
Config files for my GitHub profile.
I am in [research] stepped in so far that, should I wade no more, Returning were as tedious as go o'er. -MacBeth
Pytorch implementation of Planar Flow
PRML algorithms implemented in Python
Implementation and replication of ProGen, Language Modeling for Protein Generation, in Jax
Application of Multivariate Denoising Autoencoders and Matrix Factorization techniques using MovieLens dataset.