liuyuezhang Goto Github PK

2048-ai

AI for the 2048 game.

a3c-lstm

artificial-neural-network

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

bp-rnn

cann

cann2

cerebellum

cphy

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

ddpm-torch

Unofficial PyTorch Implementation of Denoising Diffusion Probabilistic Models (DDPM)

diffpure

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

dnc-lm

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)

nsi

pyrl

PyTorch deep reinforcement learning library focusing on reproducibility and readability.

rnn-template

robust-diffusion

ros-tutor

A brief tutorial and several examples for ROS.