ohyeon5 Goto Github PK

chembl_structure_pipeline

ChEMBL database structure pipelines

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cookiecutter-pytorch-pl-tb

A Cookiecutter template for pytorch-pylight-tensorboard 💻

cvnd_exercises

Exercise notebooks for CVND.

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

dissecting_uncrowding

Codes and model results

dn_uncrowding

Can divisive normalization explain uncrowding? Let's add recurrent procedure in DN process to see if it can tackle uncrowding problem

invisibleinhibitions

Computational simulation for invisible retinotopic inhibition on non-retinotopic perception

multiscalesegmentation

Mimicking human parallel visual information processing system (mismatch penalty) for Image semantic segmentation, using multiple feature maps.

ohyeon5.github.io

Github pages

ppl

A full-stack application that collects relevant information from search APIs (e.g., PubMed), creates index using embedding models (e.g., BERT), and provides a user-friendly interface for users to search and explore the information, then create readable report out of it.

practice

Personnal practice repo for online and offline courses. HWs, mini projects, and side projects are archived here.

pytorch-graphnet

Pytorch implementation of Deepmind's Graph network. Original repo: https://github.com/deepmind/graph_nets.git. Original paper: https://arxiv.org/abs/1806.01261

rip

Reveal impacts of eco-friendly Policies

rl-seminar1

scikit-mol

scikit-learn classes for molecular vectorization using RDKit

scratch

Oh-hyeon's general documentation repository

segmentation

Tensorflow implementation : U-net and FCN with global convolution

sqm_basis

Combine SQM frame prediction and discreteness project together. What makes perception discrete and what is the source of opening and closing the perceptual windows?

sqm_discreteness

Compare discrete vs continuous networks to investigate the function of discrete temporal integration

syn-search

Optimal Drug Synthesis Condition Searching Conversational AI, using LLMs

tf-image-segmentation

Image Segmentation framework based on Tensorflow and TF-Slim library

tf_unet

Generic U-Net Tensorflow implementation for image segmentation

tpd_priority_map

Psychophysics Experiment for discriminating retinotopic or non-retinotopic mapping of priority map using TPD

workshops

A few exercises for use at events.

zeroshot-imitation

[ICLR 2018] TensorFlow code for zero-shot visual imitation by self-supervised exploration