CircuiTree: Biochemical circuit design using RL
circuitree
is a Python package for optimizing the architecture, or topology, of a biochemical network
for a particular behavior using reinforcement learning (RL), specifically Monte carlo Tree Search
(MCTS). Once the user defines a space of topologies they want to search and supplies a reward function,
circuitree
will search for the best topologies.
Getting started
User guide