soyeon Park's starred repositories
professional-programming
A collection of learning resources for curious software engineers
stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
system-design-and-architecture
Learn how to design large-scale systems. Prep for the system design interview.
GeneticAlgorithmPython
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
Popular-RL-Algorithms
PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..
cluster-data
Borg cluster traces from Google
Datascience-Interview-Questions
Datascience-Interview-Questions for Korean
kube-scheduler-simulator
The simulator for the Kubernetes scheduler
DeathStarBench
Open-source benchmark suite for cloud microservices
EdgeCloudSim
EdgeCloudSim: An Environment for Performance Evaluation of Edge Computing Systems
open-simulator
K8s cluster simulator for capacity planning
aws-ai-ml-workshop-kr
A collection of localized (Korean) AWS AI/ML workshop materials for hands-on labs.
WorkflowSim-1.0
Wiki pages
macos-qemu-rpi
Bash scripts to run Raspbian (ARM architecture) on macOS Catalina using QEMU
distributional_rl
Repository for studying distributional rl
Genetic-based-Load-Balancing-Cloud-Computing
The results of the simulation show that the Genetic algorithm performs well compared to First Come First Serve Algorithm, Round Robin Algorithm, and Shortest Job First algorithm.
Bayesian-reinforcement-learning
Presentation and implementation of reinforcement learning and bayesian RL techniques
k8s-study-journey
🔍 To study Kubernetes with 'Kubernetes in Action' 📚