HanbumKo

DnCNN-JPEG

A tensorflow implementation of 'Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising' only for JPEG deblokcing

distributed-wqmix

distributed training code of Weighted QMIX (NeurIPS 2020)

Biological_Learning

Example of "biological" learning for MNIST

PD-controller

A python implementation of (PD)Proportional Derivative controller.

AmazingAmase

FGSM-pytorch

A pytorch implentation of FGSM in paper 'EXPLAINING AND HARNESSING ADVERSARIAL EXAMPLES'

ray_tutorial

Adversarial_attack_Keras

Keras implementation for adversarial attack, using Inception-v3

SAC_torch_ray

Soft Actor Critic with PyTorch & Ray

DeepLearningExamples

Deep Learning Examples

DRL-course

DRL-submit-2021

DS3

A system-level domain-specific systems-on-chip simulation framework

Firmware

PX4 Autopilot Software

HanbumKo.github.io

A minimalist Jekyll theme, ideally designed for your personal blog use.

ivPID

Python PID Controller

Java-Machine-Learning

Simple machine learning library for Java, with fully connected, convolutional, and recurrent layers.

lab

A customisable 3D platform for agent-based AI research

pymarl

Python Multi-Agent Reinforcement Learning framework

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

ray_qmix_test

rlwray

Reinforcement Learning with RAY

SafeAI

Reusable, Easy-to-use Uncertainty module package built with Tensorflow

smac

SMAC: The StarCraft Multi-Agent Challenge

spinningup

An educational resource to help anyone learn deep reinforcement learning.

tensorflow

An Open Source Machine Learning Framework for Everyone

vision

Datasets, Transforms and Models specific to Computer Vision

VPCA

Vision-based Posture Correction Application

XAI611-NCO