EPAT Trading Projects

Ready-to-implement project work done by EPATians on real-markets data in Artificial Intelligence, Statistical Arbitrage, Sentiment Trading, Crypto Currency and more.

Top Picks

Statistical Arbitrage: Pair Trading in the Brazilian Stock Market

A detailed look into Brazil’s stock market, as Dr. Luiz Guedes explains his project where he modelled a Statistical Arbitrage Pair Trading strategy to Brazil’s B3 (former Bovespa) stock market exchange....
11 min read

Kalman Filter Techniques And Statistical Arbitrage In China's Futures Market In Python

China’s futures market - This project focuses to identify opportunities using Statistical Arbitrage, various Pair trading techniques, and Python. A project by EPATian Xing Tao....
11 min read

Prediction of the price trend of Metals with Machine Learning

This project will help you learn how you can predict the price trend of metals using Machine Learning in your trading practice....
8 min read

LSTM Networks: Can They Predict Equity Index Prices?

In this article, we look at an enhanced version of the recurrent neural network called the LSTM network to predict SPY equity index prices based on historical price and volume data....
18 min read

EPAT Trading Projects

Cash to Future Arbitrage

This EPAT project will help you understand and learn how you can build-up a module on Cash future Arbitrage....
EPAT Trading Projects
5 min read

Intraday Low-Frequency Trading Strategy

This project explains how you can create an Intraday Low-Frequency trading strategy....
EPAT Trading Projects
6 min read

Predicting SL/TP Signal Using Machine Learning

This EPAT Project could help you predict when to exit a BUY/ SELL position ie. Predicting SL/TP signal using Machine Learning, using a machine learning technique....
EPAT Trading Projects
5 min read

Predicting Bank Nifty Open Price Using Deep Learning

Learn how to use Deep Learning for using a classifier to predict whether the Bank Nifty index listed in NSE will go up or down, and open on the next day....
EPAT Trading Projects
11 min read

Pivot Point Strategy

In this project, we analyze different intraday trading strategies with Pivot Points. After defining different ways of calculating the Pivot Point, we do a Backtest with the most classic strategies and a different variant to those normally taught in textbooks....
EPAT Trading Projects
17 min read

Trend Testing In Algorithmic Trading

This article is an EPAT project that will guide you about getting an insight into how your strategy would perform by using certain techniques and a couple of tools ie. in short, how to test a trend....
EPAT Trading Projects
3 min read

Momentum-based Live Trading Using IBridgePy

This blog is a Project work of an EPATian. It uses Ibridgepy and is written in Python to access and use both historical and real-time data of securities provided by Interactive Brokers through IB Gateway....
Momentum Trading
3 min read

Trading China A-Share Stocks Based On Social Media Data Analysis In Python

In this article, we will understand how natural language processing, sentiment analysis and social media play a role in the share markets with the help of Python. This would be explained with respect to the trading in China markets A-share stocks....
Sentiment Trading
4 min read

Predicting Stock Trends Using Technical Analysis And Random Forests

This blog talks about how one can use technical indicators for predicting market movements and stock trends by using random forests, machine learning and technical analysis....
EPAT Trading Projects
12 min read

Using Sentiment Analysis To Trade Equities [EPAT PROJECT]

The best way to assess the market sentiment is analyzing the main source of information that people use; news....
EPAT Trading Projects
4 min read