Çağatay Yıldız

ODE2VAE. ODE2VAE: Deep generative second order ODEs with Bayesian neural networks

npde. Nonparametric Differential Equation Modeling

oderl. Experiment code for "Continuous-Time Model-Based Reinforcement Learning"

npode. Learning unknown ODE models with Gaussian processes

neural-ode-tutorial. Neural ODE tutorial

pca-ae-vae-diffmodels. Lecture notes on PCA, AEs, VAEs, denoising and diffusion models

bayesian. Notes of my work on Bayesian stats and machine learning

boun-sim. A probabilistic SIP simulation environment

bilimler-koyu-2023. Guncel Yapay Zaka ve Matematiksel Temelleri yaz okulu notlari

sde-mcmc-lecture. The lecture notes of my talk on the course "A computational introduction to stochastic differential equations"

gym. A toolkit for developing and comparing reinforcement learning algorithms.

bcpm. Bayesian change point model