Neural Networks
Forecasting the Financial Times Stock Exchange 100 Index using Neural Networks
Install / Use
npx skills add raymcbride/neural-networksInstalls into whichever agent you are using.
README
neural-networks
This project focuses on the ability of the Multilayer Perceptron, the Time Delay Neural Network and the Recurrent Neural Network at forecasting end of day closing price of the FTSE 100 Index.
Requirements
- Java
- Java API for XML Processing (JAXP)
- Maven
Quickstart
Install the project:
mvn clean install
Run the project:
mvn exec:java
The source code for this project is available here:
- BiasNeuron.java
- ContextNeuron.java
- ContextSynapse.java
- DataProcessor.java
- HiddenNeuron.java
- InputNeuron.java
- MLP.java
- Network.java
- Neuron.java
- OutputFile.java
- OutputNeuron.java
- RNN.java
- Synapse.java
- TDNN.java
- Test.java
- XMLParser.java
Documentation
There are several other additional files also included. These are:
- The Javadoc
- The data files Train500.xml, Test100.xml, Validate100.xml and Forecast5.xml
- The project schema and XSL stylesheet
- An ant build.xml
- A maven pom.xml
Further Reading
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