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Hi there!

I am a postdoctoral researcher interested in Bayesian statistics. Here’s a bit about me:

  • πŸŽ“ Academic Focus: I delve deep into all topics related to Bayesian statistics, including Bayesian computation and asymptotic properties. My research often merges theoretical frameworks with practical applications.
  • πŸ’» Tech Savvy: Passionate about both traditional methods (like pencil and paper) and modern technology. I enjoy programming, especially for web development and customizing devices!
  • πŸŠβ€β™‚οΈ Personal Interests: When I’m not crunching numbers, I love swimming, exploring photography, and programming.

I'm always open to collaborate on projects or discuss anything Bayesian. Feel free to reach out!

Kyeongwon Lee's Projects

gp icon gp

A tutorial about Gaussian process regression

gpflow icon gpflow

Gaussian processes in TensorFlow

gpz icon gpz

GPz 2.0: Heteroscedastic Gaussian processes for uncertain and incomplete data

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

ia-writer-templates icon ia-writer-templates

Preview, create PDFs, and print documents in your own style with templates in iA Writer.

kcelectra icon kcelectra

πŸ€— Korean Comments ELECTRA: ν•œκ΅­μ–΄ λŒ“κΈ€λ‘œ ν•™μŠ΅ν•œ ELECTRA λͺ¨λΈ

keras-gp icon keras-gp

Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.

mida-pytorch icon mida-pytorch

A pytorch implementation of "MIDA: Multiple Imputation using Denoising Autoencoders"

organ icon organ

Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models

productive-box icon productive-box

Are you an early 🐀 or a night πŸ¦‰? Let's check out in gist

pysgmcmc icon pysgmcmc

Bayesian Deep Learning with Stochastic Gradient MCMC Methods

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-gnn icon pytorch-gnn

PyTorch implementation of Diffusion Convolutional Recurrent Neural Network

pytorch-seq2seq icon pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. [IN PROGRESS]

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