package caisar

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in-package search v0.2.0

A platform for characterizing the safety and robustness of artificial intelligence based software

Install

dune-project

Dependency

sha256=a9a704f1e4e255eee2e9b0333e6c7b0e3e002293ce0068faa1c3d7c18d209997

sha512=7e35bd5527f82c5c6f62452c88e2971907a4eab89fd4efb699b99eb95f730d752908d51c47e104dcff5ceb58cf24c87d3399cb42e09a47691440927463168abb

Sourcetype t = private {

n_layers : int;
(*
Number of layers.
*)
n_inputs : int;
(*
Number of inputs.
*)
n_outputs : int;
(*
Number of outputs.
*)
max_layer_size : int;
(*
Maximum layer size.
*)
layer_sizes : int list;
(*
Size of each layer.
*)
min_input_values : float list option;
(*
Minimum values of inputs.
*)
max_input_values : float list option;
(*
Maximum values of inputs.
*)
mean_values : (float list * float) option;
(*
Mean values of inputs and one value for all outputs.
*)
range_values : (float list * float) option;
(*
Range values of inputs and one value for all outputs.
*)
weights_biases : float list list;
(*
All weights and biases of NNet model.
*)

}

NNet model metadata.

Sourceval parse : ?permissive:bool -> string -> (t, string) Result.t

Parse an NNet file.

parameter permissive
false by default. When set, parsing does not fail on non available information, which are set to None instead.