diff --git a/blockchain-module/ai/ai_model.rs b/blockchain-module/ai/ai_model.rs new file mode 100644 index 000000000..b93702fb1 --- /dev/null +++ b/blockchain-module/ai/ai_model.rs @@ -0,0 +1,58 @@ +// Import necessary libraries +use std::collections::HashMap; +use std::hash::{Hash, Hasher}; +use std::io::{Read, Write}; +use std::ops::{Add, Mul, Sub}; +use std::vec::Vec; + +// Define the neural network AI model +pub struct NeuralNetwork { + // Neural network layers + layers: Vec, +} + +// Implement the neural network AI model +impl NeuralNetwork { + // Create a new neural network AI model + pub fn new(layers: Vec) -> Self { + NeuralNetwork { layers } + } + + // Make a prediction using the neural network AI model + pub fn predict(&self, input: Vec) -> Vec { + // Forward pass through the neural network + let mut output = input; + for layer in &self.layers { + output = layer.forward_pass(output); + } + output + } +} + +// Define the decision tree AI model +pub struct DecisionTree { + // Decision tree nodes + nodes: Vec, +} + +// Implement the decision tree AI model +impl DecisionTree { + // Create a new decision tree AI model + pub fn new(nodes: Vec) -> Self { + DecisionTree { nodes } + } + + // Make a prediction using the decision tree AI model + pub fn predict(&self, input: Vec) -> Vec { + // Traverse the decision tree + let mut output = input; + for node in &self.nodes { + output = node.traverse(output); + } + output + } +} + +// Export the AI models +pub use NeuralNetwork; +pub use DecisionTree;