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zhaohui guang's Projects

quant-trading icon quant-trading

Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, London Breakout, Heikin-Ashi, Pair Trading, RSI, Bollinger Bands, Parabolic SAR, Dual Thrust, Awesome, MACD

quantstats icon quantstats

Portfolio analytics for quants, written in Python

radar icon radar

A tool to perform comprehensive analysis of high-dimensional radiomic datasets

radiomics icon radiomics

MATLAB programming tools for radiomics analysis

radiomics-1 icon radiomics-1

A data-driven feature selection method using symbolic genetic programming.

radiomics-research-by-using-python icon radiomics-research-by-using-python

Radiomics (here mainly means hand-crafted based radiomics) contains data acquire, ROI segmentation, feature extraction, feature selection, machine learning modeling, and stastical analysis.

radiomics_demo icon radiomics_demo

This repo contains the radiomics analysis code and the test data

radiomicssession icon radiomicssession

All materials for the Radiomics part of the 2019 Statistics for Omics course

rss---r icon rss---r

Scripts for establishing replication stress signature

stock-prediction-and-quantitative-analysis-based-on-machine-learning-method icon stock-prediction-and-quantitative-analysis-based-on-machine-learning-method

This project studies the intrinsic relationship between the stocks’ multiple factors and the investment value of the stocks listed in China Securities Index 800 Index through the machine method. The investment system pipeline has been implemented including data acquirement, data preprocessing, model tuning and selection based on the XGBoost boosted tree model.

tutorials icon tutorials

Deep Learning and Machine Learning Tutorials for Beginners using Medical Image

worc icon worc

Workflow for Optimal Radiomics Classification

worcdatabase icon worcdatabase

Code to reproduce the experiments as described in the paper "Reproducible radiomics through automated machine learning validated on twelve clinical applications", Starmans et al. 2021, In Preparation

yfinance icon yfinance

Yahoo! Finance market data downloader (+faster Pandas Datareader)

youtube-dl icon youtube-dl

Command-line program to download videos from YouTube.com and other video sites

zeronet icon zeronet

ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network

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