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algorithmictrading

This repository contains three ways to obtain arbitrage which are Dual Listing, Options and Statistical Arbitrage. These are projects in collaboration with Optiver and have been peer-reviewed by staff members of Optiver.

backtesting-rsi-algo

Backtesting an RSI Trading Algorithm with Quantopian Zipline and Pyfolio Python Libraries

billboard

Basic Experiment for MATH-5470 (HKUST) course project

cartpole-v0

Reproducing https://pytorch.org/tutorials/intermediate/reinforcement_q_learning.html

chocosgd

Decentralized SGD and Consensus with Communication Compression: https://arxiv.org/abs/1907.09356

dcfnet-exploration

deeplearning-project-1

denoising-pytorch

utilizing GAN and AutoEncoder for denoising

dp-fed-ls

Differentially Private Federated Learning

fedml

A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. A short version of our white paper has been accepted by NeurIPS 2020 workshop.

identification-of-raphael-paintings

The following data, provided by Prof. Yang WANG from HKUST, https://drive.google.com/folderview?id=0B-yDtwSjhaSCZ2FqN3AxQ3NJNTA&usp=sharing contains a 28 digital paintings of Raphael or forgeries. Note that there are both jpeg and tiff files, so be careful with the bit depth in digitization. The following file https://docs.google.com/document/d/1tMaaSIrYwNFZZ2cEJdx1DfFscIfERd5Dp2U7K1ekjTI/ edit contains the labels of such paintings.

kungfu

Kungfu Trader

mia

A library for running membership inference attacks against ML models

otfusion

Model Fusion via Optimal Transport, NeurIPS 2020

pandas_exercises

Practice your pandas skills!

practice-sql-with-sqlite-and-jupyter-notebook

Practice basic SQL syntax with Jupyter notebook. SQL is particularly useful in handling structured data where there are relations between different entities/variables of the data. SQL is a very important tool for data scientists to have in their repertoire.

pytorch-cifar

Homework-MATH6450

pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

ram

Reproduce https://github.com/kevinzakka/recurrent-visual-attention

reference-for-research-proposal-2017

snp500-stock-trend

Finding Trend in Stock Market with RobustPCA - Final Project for Course CSIC5011, HKUST

welcome

coursera test repository

yao-lab.github.io