rl_equation_solver
0.0.0
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Installation and Usage
Installation
Option 1: Clone repo (recommended for developers)
API reference
rl_equation_solver.agent
rl_equation_solver.agent.base
rl_equation_solver.agent.base.BaseAgent
rl_equation_solver.agent.dqn
rl_equation_solver.agent.dqn.Agent
rl_equation_solver.agent.gcn
rl_equation_solver.agent.gcn.Agent
rl_equation_solver.agent.lstm
rl_equation_solver.agent.lstm.Agent
rl_equation_solver.agent.networks
rl_equation_solver.agent.networks.DQN
rl_equation_solver.agent.networks.GCN
rl_equation_solver.agent.networks.LSTM
rl_equation_solver.config
rl_equation_solver.environment
rl_equation_solver.environment.algebraic
rl_equation_solver.environment.algebraic.Env
rl_equation_solver.utilities
rl_equation_solver.utilities.history
rl_equation_solver.utilities.history.HistoryMixin
rl_equation_solver.utilities.loss
rl_equation_solver.utilities.loss.LossMixin
rl_equation_solver.utilities.operators
rl_equation_solver.utilities.operators.div
rl_equation_solver.utilities.operators.fraction
rl_equation_solver.utilities.operators.root
rl_equation_solver.utilities.operators.sqrt
rl_equation_solver.utilities.operators.square
rl_equation_solver.utilities.reward
rl_equation_solver.utilities.reward.RewardMixin
rl_equation_solver.utilities.utilities
rl_equation_solver.utilities.utilities.build_adjacency_matrix
rl_equation_solver.utilities.utilities.build_adjacency_matrix_custom
rl_equation_solver.utilities.utilities.encode_onehot
rl_equation_solver.utilities.utilities.get_json_graph
rl_equation_solver.utilities.utilities.get_node_features
rl_equation_solver.utilities.utilities.get_node_labels
rl_equation_solver.utilities.utilities.graph_walk
rl_equation_solver.utilities.utilities.normalize
rl_equation_solver.utilities.utilities.pad_array
rl_equation_solver.utilities.utilities.parse_node_features
rl_equation_solver.utilities.utilities.plot_state_as_graph
rl_equation_solver.utilities.utilities.sparse_mx_to_torch_sparse_tensor
rl_equation_solver.utilities.utilities.to_graph
rl_equation_solver.utilities.utilities.to_vec
rl_equation_solver.utilities.utilities.Batch
rl_equation_solver.utilities.utilities.Experience
rl_equation_solver.utilities.utilities.GraphEmbedding
rl_equation_solver.utilities.utilities.Id
rl_equation_solver.utilities.utilities.Node
rl_equation_solver.utilities.utilities.ReplayMemory
rl_equation_solver.utilities.utilities.VectorEmbedding
rl_equation_solver.version
Examples
examples
examples.run_linear_solver_dqn
examples.run_linear_solver_gcn
examples.run_quadratic_solver_dqn
rl_equation_solver
rl_equation_solver
rl_equation_solver.utilities
rl_equation_solver.utilities.reward
Edit on GitHub
rl_equation_solver.utilities.reward
Collection of reward functions
Classes
RewardMixin
()
Reward function collection