Machine Learning Platform for Automated Trading

Trading with an automated machine learning strategy was previously only available to well funded hedge funds and institutional clients, until now. Deep Signal Technologies LLC introduces the Deep Signal™ Machine Learning Library for NinjaTrader. The Deep Signal™ Library is an extension of the NinjaTrader Trading Platform that allows traders to easily create machine learning models from their choice of indicator or instrument data.

The Deep Signal Library uses the indicator or instrument data to create a machine learning model that predicts when to enter a long or short trade. You can train the model for as short as 1 minute or as long as you would like to create an optimized model. The Deep Signal Library uses Microsoft's AutoML machine learning library to automatically search for the best machine learning algorithm while it creates the model and will display the results of training the model.

The Deep Signal™ Library uses NinjaTrader to automatically

• Create your instrument and indicator data files
• Cleanse the data (removes bad ticks and doesn't use empty bar data)
• Normalize the data (update the data to values for creating machine learning model)
• Extract sequence data that reaches long or short profit targets
• Create machine learning model trying several different machine learning algorithms to optimize results

Years of development have gone into this revolutionary product that is available now. Please download our free trial of the Deep Signal Library and start creating machine learning trading strategies today.

 

Learn More About the Deep Signal™ Library

 

 

 

 

 

 

Featured products

Deep Signal™ Library, 14 Day Trial Version

Deep Signal™ Library, 14 Day Trial Version for NinjaTrader Version 8.x, 64 bit only
€0.00

Deep Signal™ Library, Version 1.x License

Deep Signal™ Library, Version 1.x License for NinjaTrader Version 8.x, 64 bit only. This license will enable the owner to upgrade all versions through 1.x. Version 2.x will be a small upgrade fee.
€949.05 €474.05

Deep Signal™ Library, Version 1.x, 3 Licenses

Deep Signal™ Library, Version 1.x, One User, 3 Licenses for NinjaTrader Version 8.x, 64 bit only. This perpetual license will enable the owner to install Deep Signal Library on 3 machines and free upgrades for all versions through 1.x. Version 2.x will be a small upgrade fee.
€1044.05 €569.05
News
Deep Signal Library 1.6 -Monday, October 30, 2023
Thrilled to announce the release of the Deep Signal Library 1.6. It adds powerful new features for creating financial machine learning models including Feature Importance, Dataset Weights and Trainer Customization for tuning hyper-parameters.
Training Data Viewer -Saturday, June 24, 2023
The Deep Signal Library has added a new feature to display training data that was used to create machine learning models in a NinjaTrader chart.
Deep Signal Technologies is excited to announce the release of the Deep Signal Library 1.5. The new version includes Regression and Multiclass machine learning trainers for creating new financial trading models with NinjaTrader. In addition, we've added a confidence score to the prediction methods that will return a number (0.0-1.0) that the user can use to make trading entry decisions.