YizhouTang

DubsTech_Datathon_2020

Repo for UW Datathon (May 16th & 17th, 2020)

Quant-Research-Resources

Collection of papers, books, articles I plan to read

2020-Duke-Datathon

Duke's annual datathon.

2020-National-Undergraduate-Big-Data-Challenge

Repo for STEM Fellowship's 2020 national and inter-university Big Data Challenge

Data-Science-Books-1

Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020

Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020.

halite

AI bot for Two Sigma’s AI Programming Challenge (https://halite.io). Ranked in the top 6% overall (345th out of 5841) and the top 5% of university students (113th/2574).

Halite3RLBot

Reinforcement-learning-based python bot for Halite 3 competition

pfrnns

Particle Filter Recurrent Neural Networks (AAAI 2020)

pong-from-pixels

Training a Neural Network to play Pong from pixels

Sentiment-Analysis

A quick exercise using Streamlit, NLTK, and NewsAPI

SS-3859A-Regression

Assignments from a regression course I took at uni

StockSentimentTrading

Algorithmic Trading using Sentiment Analysis on News Articles

visualize_atari

Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)