EPAT Trading Projects

May 10, 2021

11 min read

Kalman Filter Techniques And Statistical Arbitrage In China's Futures Market In Python [EPAT PROJECT]

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....

Apr 29, 2021

7 min read

Investing in Big Tech Stocks using online Quantitative Models

How to use quantitative techniques of online machine learning in trading strategies development and improvement? Learn from an example within this project by EPAT alumnus Evgeny Tishkin....

Mar 29, 2021

17 min read

Dynamic Asset Allocation using Neural Networks

With this project, learn how to leverage daily returns prediction from a set of dynamic linear neural network models and build an asset allocation strategy for stocks comprising the nifty bank index....

Mar 11, 2021

4 min read

Trading with low ADX & other Momentum Indicators

Vijayabhasker explains a technical strategy deployed to capture short term potential price up move when a slowing momentum starts to display some strength....

Feb 18, 2021

12 min read

Trend Following Strategy in Futures using Time Series Momentum and Continuous Forecasts

This Project by Jirong Huang explains how you can use Time Series Momentum (TSMOM) and Continuous Forecasts (CF) to create a trend following trading strategy in Futures....

Sep 28, 2020

11 min read

Turning data into insights and building strategy using Python

This article will help you learn how to analyze data to acquire insights via Live stock-market examples and datasets....

Sep 14, 2020

7 min read

Building a Random Forest Regression model for Forex trading using price indicators and a sentiment indicator

This article helps you understand how you can build a machine learning model that could predict the next day’s currency close price based on previous days data....

May 14, 2020

8 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....

May 05, 2020

18 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....