NetInitialize

NetInitialize[net] gives a net in which all uninitialized learnable parameters in net have been given initial values.

NetInitialize[net,All] gives a net in which all learnable parameters have been given initial values. 

Please visit the official Wolfram Language Reference for more details and examples on core symbols.