Yuan Gao's repositories
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.
Weibo_bot_detection
Statistically testing if a celebrity use social media bots
Neural-Style-Tranfer-From-Scratch
I build a NST with VGG-19 from scratch
UCSD_Data_Cleaning_Contest
Won the Geisal Library's Data&GIS Lab's contest
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
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.
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
academicpages.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
High_Performance_Computing
Personal practice for HPC by taking SDSC's training course
accelerate-deepspeed-test
Testing DeepSpeed integration in 🤗 Accelerate
CS236_Final_Project
Towards Layout-Aware Screenshot Generation
Data_Structure_and_Algorithm
Implementation of Data Structure and Algorithms in Four major languages: Python, Java, C, C++. Stop committing until I finished cse100.
HDSI_Visualization
A small Project which makes its way to UCSD Halicioglu Data Science Institiute website.
Latex_Notes
Latex notes for Mathematic class
MNIST_Noob
(Fashion)MNIST from Noob
nerf
Code release for NeRF (Neural Radiance Fields)
Optimus
Optimus: the first large-scale pre-trained VAE language model
pa4
cse251pa4
PacMan-Game
A Graphic PacMan Game created in Java
Recent-VAEs
Summarization of recent incisive VAEs
Scientific_computing
This repo contains numerical integration/differentiation, and PDE solver including Euler's method and 4th order Runge-Kutta solver
ScikitLearn_ML_Pipeline_Titanic
Practice of Feature Engineering with Scikit-Learn Machine Learning Pipeline on (minimized) Titanic dataset
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
tfjs_models
simple Keras model for tfjs
Transformer_Relative_Position_PyTorch
Implement the paper "Self-Attention with Relative Position Representations"
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.