In this article, I’m going to make a different type of algorithm in TensorTrade. As the title suggests, I’ll be implementing an environment that reallocates funds within a portfolio of assets at every time step. In my previous article, I used sine curves to check whether the environment actually achieves…

Decision Making with Aspect-Based Sentiment Analysis using Transformers. — In the last article, I trained a model on the ABSA task from the SemEval-2014 dataset and analyzed its performance, speed, and behaviors. This article details how I use this model to choose a restaurant to dine at from the Yelp dataset. Without further delay, let’s get started! Yelp Dataset We can…

Decision Making with Aspect-Based Sentiment Analysis Using Transformers. — We’ve all been in this situation before: looking up reviews for some new product we are interested in or some restaurant we’ve wanted to try. We glean information from one review to the next, each one rendering a more precise representation of the product. We keep scrolling and scrolling when…

In this tutorial, I’m going to show how to use Ray with TensorTrade (TT) in order to create a profitable algorithm on a predictable sine curve. You may be asking yourself, why use something so simple when the real world is much more difficult to predict? …