Yihan ZHONG's Projects
Mining of massive datasets
Codes and data coming with article "A Survey and an Extensive Evaluation of Popular Audio Declipping Methods"
Generating images of high and low beam patterns and compressing them with an autoencoder model.
misc.
A List of Data Science/Machine Learning Resources (Mostly Free)
Implementing several probabilistic generative models in pytorch
hackranker chanllenge
Introduction to RL models
approximation functions for arbitrarily large state spaces
Multiarmed bandits problem in RL
Sequential model-based optimization with a `scipy.optimize` interface
NLP project: sentiment analysis for Amazon reviews with Bert
Implementing several signal processing methods for image and audio signals
This repository contains Spark, MLlib, PySpark and Dataframes projects
Central repository for tools, tutorials, resources, and documentation for robotics simulation in Unity.
Config files for my GitHub profile.