Tan Pengshi Alvin's starred repositories
MARL-code-pytorch
Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.
augmented-reality
Snapchat-like augmented reality filters
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
python-deepdive
Python Deep Dive Course - Accompanying Materials
MLOps-Specialization-Notes
Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng
Plate_detect_and_recognize
Detecting and Reading vehicle's license plate from various countries (Germany, Vietnam, Japan, Thailand, Saudi, Russia, Korea, Usa, India, China)
Face-Anti-Spoofing
A simple face anti-spoofing based on CNN trained with HSV + YCrCb color feature, implemented with tensorflow and keras.
pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
coding-interview-university
A complete computer science study plan to become a software engineer.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.