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Sequent's Projects

asx_gym icon asx_gym

Open AI Gym Env for Australia Stock Exchange (ASX)

autoscraper icon autoscraper

A Smart, Automatic, Fast and Lightweight Web Scraper for Python

awesome-quant icon awesome-quant

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

newsrecommendationsystem icon newsrecommendationsystem

This is a real time news scraping and recommendation system. The system uses a news pipeline to scrape latest news from various of sources such CNN, BBC. To render the news, I built a single-page web application using React. In addition, in order to customize news list for users, I designed and built a training pipeline for news topic modeling using Tensorflow.

patents icon patents

Parse, match (within and Compustat), and analyze USPTO patent data

pubmed_parser icon pubmed_parser

:clipboard: A Python Parser for PubMed Open-Access XML Subset and MEDLINE XML Dataset

pyportfolioopt icon pyportfolioopt

Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

stock-trading-ml icon stock-trading-ml

A stock trading bot that uses machine learning to make price predictions.

tensortrade icon tensortrade

An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.

xgboost_stock_prediction icon xgboost_stock_prediction

XGBoost is known to be fast and achieve good prediction results as compared to the regular gradient boosting libraries. This project attempts to predict stock price direction by using the stock's daily data and indicators derived from its daily data as predictors. As such this is a classification problem.

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