Magi Chen's repositories
awesome-computer-vision
A curated list of awesome computer vision resources
blackjack-monte-carlo
A blackjack problem with Monte Carlo Method
BusyDocker
Collection of Dockerfiles for software developers' daily use
chat-with-PDFs-using-LLMs
Simple PDF chatbot using LangChain, OpenAI API, FAISS and Streamlit.
Introduction-to-Pattern-Recognition-a-Matlab-Approach
Software for the book: “Introduction to Pattern Recognition: a MATLAB Approach”, Sergios Theodoridis, Aggelos Pikrakis, Konstantinos Koutroumbas, Dionisis Cavouras Academic Press (imprint of Elsevier Science), 2010
nthu-route
nthu-route 2.11
python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
DREAMPlace-Docker
Enrich the functionality of DREAMPlace's docker build
kahypar
KaHyPar (Karlsruhe Hypergraph Partitioning) is a multilevel hypergraph partitioning framework providing direct k-way and recursive bisection based partitioning algorithms that compute solutions of very high quality.
machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
MDP
Markov Decision Process in Python
mt-kahypar
Mt-KaHyPar (Multi-Threaded Karlsruhe Hypergraph Partitioner) is a shared-memory multilevel graph and hypergraph partitioner equipped with parallel implementations of techniques used in the best sequential partitioning algorithms. Mt-KaHyPar can partition extremely large hypergraphs very fast and with high quality.
q-cartpole-td0
Implement Q-learning in Python with the Cartpole game of OpenAI Gym.
transformers.satisfy
propositional satisfiability problem (SAT) goes neural and deep
VAE
Variational Autoencoder with Pytorch Lightning