From aaf79ce0f856bd483a8669992d3d578b7ec2c174 Mon Sep 17 00:00:00 2001 From: KOSASIH Date: Sat, 13 Jul 2024 16:47:51 +0700 Subject: [PATCH] Create genetic_circuit_design_with_machine_learning.py --- ...tic_circuit_design_with_machine_learning.py | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) create mode 100644 synthetic_biology_framework/genetic_circuit_design_with_machine_learning.py diff --git a/synthetic_biology_framework/genetic_circuit_design_with_machine_learning.py b/synthetic_biology_framework/genetic_circuit_design_with_machine_learning.py new file mode 100644 index 0000000..4727506 --- /dev/null +++ b/synthetic_biology_framework/genetic_circuit_design_with_machine_learning.py @@ -0,0 +1,18 @@ +import networkx as nxfrom sklearn.ensemble import RandomForestClassifier + +class GeneticCircuitDesigner: + def __init__(self, gene_sequence): + self.gene_sequence = gene_sequence + + def design_genetic_circuit(self): + # Implement genetic circuit design algorithm using machine learning + graph = nx.DiGraph() + graph.add_node('gene', gene_sequence=self.gene_sequence) + graph.add_node('promoter', promoter_sequence='ATCG') + graph.add_edge('promoter', 'gene') + return graph + + def simulate_genetic_circuit(self, graph): + # Implement genetic circuit simulation algorithm using machine learning + puts "Simulating genetic circuit..." + # Simulate circuit behavior using machine learning