Rylinn's repositories
MCTS-in-Pacman-Capture-The-Flag-environment
A Monte-Carlo Tree Search mathod that enables two agents interact and work together in the game of Pacman Capture the Flag.
Speech-Emotion-Recognition
A speech emotion recognition notebook that learns a model to identify the emotion within human speech with an accuracy of roughly 60%.
Minecraft-World-Creation
A Minecraft game plugin that can generate different terrians acoording to user descriptions, combining PCG algorithm and NLP.
NAS-with-GAs
A collection of genetically-inspired algorithms that solve a nerual architecture search problem.
Tabular-Reinforcement-Learning
A collection of several tabular reinforcement learning methods that are implemented from scratch
Hardware-vulnerability-detection-with-LLMs
A hardware-level code vulnerability detection system powered by self-tuned Large Language Models.
PCG-in-Minecraft
A PCG method to procedurally build a house in the Minecraft world.
ShipLoading-Optimization
A multi-objective analysis and optimization of a container ship loading problem with Pymoo library.
Actor-Critic-with-Catch
A collection of actor critic RL methods that are applied to the Catch env. with PyTorch.
awesome-resume-for-chinese
:page_facing_up: 适合中文的简历模板收集（LaTeX，HTML/JS and so on）由 @hoochanlon 维护
Cookie-crafter-with-GA
A creative cookie generator powered by genetic algorithms.
DQN-with-Cartpole
A Deep Q-learning Network that works in the Cartpole environment
ElegantPaper
Elegant LaTeX Template for Working Papers
linkedin-skill-assessments-quizzes
Full reference of LinkedIn answers 2023 for skill assessments (aws-lambda, rest-api, javascript, react, git, html, jquery, mongodb, java, Go, python, machine-learning, power-point) linkedin excel test lösungen, linkedin machine learning test LinkedIn test questions and answers
Creative-poem-generator
A set of poem generators that can create poems in various media format.
Creativity-with-LLMs
A collection of creative use cases that utilize LLMs.
cs230-code-examples
Code examples in pyTorch and Tensorflow for CS230
Efficient-Hyperparameter-Tuning-for-SCA
Improved hypeparameter tuning and its relation to SNR levels of SCA traces.
GPT-SoVITS
1 min voice data can also be used to train a good TTS model! (few shot voice cloning)
HyperDrive
More effiecient HPO tuning approaches for DL-SCA.
Policy-based-RL-with-Catch
A collection of some policy-based RL algorithms that interact with the Catch environment.
Setiment-analysis-with-LLMs
A collection of setiment analysis made with pretrained LLMs.
slack_summarizer_tt
OpenAI's ChatGPT API to create and post a summary of a Slack public channel.
text-mining
A repo containing text mining methods and experimentations.
WeChatMsg
提取微信聊天记录，将其导出成HTML、Word、CSV文档永久保存，对聊天记录进行分析生成年度聊天报告