Create sbol_with_ontology_and_machine_learning.rb

synthetic_biology_framework/sbol_with_ontology_and_machine_learning.rb

@@ -0,0 +1,20 @@
+require 'ruby-sbol'
+require 'ontology'
+require 'achine_learning'
+
+class SyntheticBiologyFrameworkWithMachineLearning
+  def design_synthetic_biology_system(gene_sequence)
+    # Implement synthetic biology design algorithm with ontology and machine learning
+    system = SBOL::System.new
+    system.add_component(SBOL::Component.new(gene_sequence))
+    system.add_ontology(Ontology::GeneOntology.new)
+    system.add_machine_learning_model(MachineLearning::RandomForestClassifier.new)
+    system
+  end
+
+  def simulate_synthetic_biology_system(system)
+    # Implement synthetic biology simulation algorithm with ontology and machine learning
+    puts "Simulating synthetic biology system..."
+    # Simulate system behavior using ontology and machine learning
+  end
+end