liuyuezhang

pyrl

PyTorch deep reinforcement learning library focusing on reproducibility and readability.

a3c-lstm

nsi

2048-ai

AI for the 2048 game.

artificial-neural-network

Self-implemented MLP, CNN, Dropout & BN and RNN based on NumPy.

ros-tutor

A brief tutorial and several examples for ROS.

bp-rnn

cann

cann2

cerebellum

cphy

Class materials for computational physics course. Homework of Liu, Yuezhang.

DiffPure

A new adversarial purification method that uses the forward and reverse processes of diffusion models to remove adversarial perturbations.

dnc-lm

ddpm-torch

Unofficial PyTorch Implementation of Denoising Diffusion Probabilistic Models (DDPM)

grid-cell-rnn

Official code for Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells (NeurIPS workshop on Symmetry and Geometry in Neural Representations, 2022)

mathphysics

Various notes and solutions on Math and Physics (and Mathematical Physics)

minimal-diffusion

A minimal yet resourceful implementation of diffusion models (along with pretrained models + synthetic images for nine datasets)

rnn-template

robust-diffusion