Tao Xijia's repositories
comp3316-a4-code
Quantum Fourier transform & phase estimation algorithm implementation with Qiskit, for assignment 4 @COMP3316, HKU.
PPO-Vanilla
Implementation of PPO based on pseudocode provided in OpenAI Spinning Up
DRL-Using-PARL
The repository contains a series of some basic DRL algorithms implemented with PARL. Will probably change to PyTorch/TensorFlow in the future :)
Implementation-of-VGGs-on-CIFAR-10
The repository contains a detailed analysis on implementing VGG19 and (plain-layered) VGG34 on the CIFAR-10 dataset with code, and an explanation on the distinctive difference between them. It serves the purpose of storing my HW2 for the ICRA training, HKU, 2020.
manim
Animation engine for explanatory math videos
Maze-Solving-with-Python
The repository contains algorithms that plan a global (optimal) path in mazes. It serves the purpose of storing my HW3 for the ICRA training, HKU, 2020.
mindone
one for all, Optimal generator with No Exception
Playing-Tetris-with-DQN
A simple implementation of a DQN agent that can play tetris, trained with Tensorflow 1.14.
pytorch-unet
Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation
YOLO_Object_Detection
This is the code for "YOLO Object Detection" by Siraj Raval on Youtube