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Version: 1.4.0

Models

Models is a mapping for Machine Learning models that need to be imported together with the configuration to run inference sessions using ONNX and make predictions for the agents. The agent class and agent instance configurations will then reference these models by their alias to be invoked for each step.

Weights & Biases​

The models are downloaded from Weight & Biases. To do this you must publish the models as a Weights and Biases Artifact. Once you've done that you can specify the WanDB Artifact name.

Format​

nametype
typearray of {
    alias: string,
    wandb_artifact: string,
}
requiredtrue

Example​

models:
  - alias: "bancor_lp_action"
    wandb_artifact: "almanak/uncategorized/action_user.onnx:latest"
  - alias: "bancor_lp_volume"
    wandb_artifact: "almanak/uncategorized/amount_user.onnx:latest"
  - alias: "bancor_trader"
    wandb_artifact: "almanak/uncategorized/amount_user.onnx:latest"