Yuan Gao's repositories
CS236_Final_Project
Towards Layout-Aware Screenshot Generation
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
accelerate-deepspeed-test
Testing DeepSpeed integration in 🤗 Accelerate
PPVAE
The official Keras implementation of ACL 2020 paper "Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders".
Recent-VAEs
Summarization of recent incisive VAEs
academicpages.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
nerf
Code release for NeRF (Neural Radiance Fields)
pa4
cse251pa4
Optimus
Optimus: the first large-scale pre-trained VAE language model
Transformer_Relative_Position_PyTorch
Implement the paper "Self-Attention with Relative Position Representations"
tfjs_models
simple Keras model for tfjs
Dual_attention_GAN_For_SISR
Dual attention GAN with ODE inspired design for image super resolution. I think of the architecture myself, and it works like an state of the art model.
SRGAN
A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"
Deep_Reinforcement_Learning
Final project for CSE150A: Intro to AI(Probabilistic Reasoning). Here I will build a Deep QNet from scratch which combines deep learning with Q learning. My goal is to fit the QNet to play several games on OpenAI's Gym
Implementation_of_ML_DL_Algorithm
Build several DL model from scratch, topics include LR, DNN, CNN, ResNet, VGG, Siamese NN, Yolo, optimizers, initialization methods and regularization.
MNIST_Noob
(Fashion)MNIST from Noob
ScikitLearn_ML_Pipeline_Titanic
Practice of Feature Engineering with Scikit-Learn Machine Learning Pipeline on (minimized) Titanic dataset
Scientific_computing
This repo contains numerical integration/differentiation, and PDE solver including Euler's method and 4th order Runge-Kutta solver
Neural-Style-Tranfer-From-Scratch
I build a NST with VGG-19 from scratch
Data_Structure_and_Algorithm
Implementation of Data Structure and Algorithms in Four major languages: Python, Java, C, C++. Stop committing until I finished cse100.
High_Performance_Computing
Personal practice for HPC by taking SDSC's training course
Latex_Notes
Latex notes for Mathematic class
HDSI_Visualization
A small Project which makes its way to UCSD Halicioglu Data Science Institiute website.
3-Body-trajectory-prediction
This is a Python code which make analysis and prediction on how each planet will move under the forces of others. The final score of this project is 98 out of 100
Weibo_bot_detection
Statistically testing if a celebrity use social media bots
PacMan-Game
A Graphic PacMan Game created in Java
UCSD_Data_Cleaning_Contest
Won the Geisal Library's Data&GIS Lab's contest
Shroud_PUBG_Anaylsis
I web-scrapped the official site of PUBG to get most 1600 recent duo games of the famous streamer Shroud, and I make simple analysis on them using Pandas