Andrew Li's repositories
Research-Papers
Papers I find interesting, mostly focused around the intersection of security, privacy, and ML.
RL-Resources
Useful resources relating to Reinforcement Learning
andli28.github.io
Minimalist website built with Jekyll. Selenium and Lighthouse CI testing are used to ensure best practices.
FedScale
FedScale: Benchmarking Model and System Performance of Federated Learning
Language:PythonApache-2.0000
FrozenLake-Solver
Q-learning with FrozenLake RL Gym environment
HF-Deep-RL
Hugging-Face's Deep RL Course
ModelPoisoning
Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470
Language:Python000
SecureAggregation
An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawitz et. al)" in Python.
Language:Python000
squid-game
The red light, green light game from popular Netflix show Squid Game, using three.js