Pinned Repositories
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
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.
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.
Neural-Style-Tranfer-From-Scratch
I build a NST with VGG-19 from scratch
Resume
Resume
UCSD_Data_Cleaning_Contest
Won the Geisal Library's Data&GIS Lab's contest
Vaccine_investigation
Data analyse regarding the large scale fake-vaccine issue in China
Weibo_bot_detection
Statistically testing if a celebrity use social media bots
Rabona17's Repositories
Rabona17/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.
Rabona17/Weibo_bot_detection
Statistically testing if a celebrity use social media bots
Rabona17/Neural-Style-Tranfer-From-Scratch
I build a NST with VGG-19 from scratch
Rabona17/UCSD_Data_Cleaning_Contest
Won the Geisal Library's Data&GIS Lab's contest
Rabona17/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
Rabona17/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.
Rabona17/Resume
Resume
Rabona17/3-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
Rabona17/academicpages.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Rabona17/High_Performance_Computing
Personal practice for HPC by taking SDSC's training course
Rabona17/accelerate-deepspeed-test
Testing DeepSpeed integration in 🤗 Accelerate
Rabona17/CS236_Final_Project
Towards Layout-Aware Screenshot Generation
Rabona17/Data_Structure_and_Algorithm
Implementation of Data Structure and Algorithms in Four major languages: Python, Java, C, C++. Stop committing until I finished cse100.
Rabona17/dsc30sp19-startercode
Rabona17/HDSI_Visualization
A small Project which makes its way to UCSD Halicioglu Data Science Institiute website.
Rabona17/Latex_Notes
Latex notes for Mathematic class
Rabona17/MNIST_Noob
(Fashion)MNIST from Noob
Rabona17/nerf
Code release for NeRF (Neural Radiance Fields)
Rabona17/Optimus
Optimus: the first large-scale pre-trained VAE language model
Rabona17/pa4
cse251pa4
Rabona17/PacMan-Game
A Graphic PacMan Game created in Java
Rabona17/PPVAE
The official Keras implementation of ACL 2020 paper "Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders".
Rabona17/Recent-VAEs
Summarization of recent incisive VAEs
Rabona17/Scientific_computing
This repo contains numerical integration/differentiation, and PDE solver including Euler's method and 4th order Runge-Kutta solver
Rabona17/ScikitLearn_ML_Pipeline_Titanic
Practice of Feature Engineering with Scikit-Learn Machine Learning Pipeline on (minimized) Titanic dataset
Rabona17/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
Rabona17/SRGAN
A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"
Rabona17/tfjs_models
simple Keras model for tfjs
Rabona17/Transformer_Relative_Position_PyTorch
Implement the paper "Self-Attention with Relative Position Representations"
Rabona17/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.