cagatayyildiz

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

bcpm

Bayesian change point model

BUyemek

Bogazici University Daily Cafeteria Menu

cmpe160

Contains the tutorial material prepared for OOP course in Bogazici University

sde-mcmc-lecture

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

Approximately-Equivariant-Nets

cagatayyildiz.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

ConvLSTMCell-tensorflow

ConvLSTMCell for TensorFlow

DDPAE-video-prediction

Learning to Decompose and Disentangle Representations for Video Prediction, NIPS 2018

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hamsi-mf

HAMSI (Hessian Approximated Multiple Subsets Iteration) is a parallel incremental optimization algorithm

latent-bayesian-neural-ode-tutorial

Latent Bayesian neural ODE talk lecture notes

notes

Contains Example Programs and Notebooks for some courses at Bogazici University, Department of Computer Engineering

PlaNet

Deep Planning Network: Control from pixels by latent planning with learned dynamics

prednet

Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"

splendor-prolog

Ersin Basaran's Implementation of Splendor

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

zoo

Miscellaneous user contributions