Charlie Chen's repositories
Danmaku-AI
Evolving a bot to play an arcade game. Neuronet was implemented from scratch in Numpy, and game was implemented in pygame.
charliexchen.github.io
Creating a Website to host projects, drawings, maybe blogs
dm-haiku
JAX-based neural network library
GAN-Essay
Essay exploring GANs for Cambridge Part III. Now also includes implementation of various GANs (standard, Wesserstein, equilibrium etc.)
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
LazorTadpole
Every creature deserves a warm meal -- An attempt at making a quick game with the folks at the flat.
One-Dimensional-Subspace-Bayesian-Estimation
Reproducing results in https://icml.cc/media/Slides/icml/2019/seasideball(13-16-00)-13-17-10-5076-adaptive_and_sa.pdf?fbclid=IwAR21YXcnVmIbMMmZH94pf6BGO_Qxj3F__5FYkE0agLVPYilUBnvRSPB08y8
OpenAI-Gym
Implementations of various reinforcement learning (Q learning, DQ, Policy gradient etc.) techniques to solve Open AI gym problems.
UnitySimpleTank
Tank game implemented in Unity 3D. Includes build files and art assets created in Blender.
news-feed-eradicator
A browser extension that deletes your news feed and replaces it with a nice quote
StatsLearning
Completed Practicals for Stats Learning -- This was a lecture course taught by Dr. Tengyao Wang (http://www.homepages.ucl.ac.uk/~ucaktwa/) during my MMaths Degree in Cambridge.
StepperControllers
Bits of code for controlling a few stepper motor related projects.