You cannot select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
44 lines
877 B
Python
44 lines
877 B
Python
FluidKMeans : FluidManipulationClient {
|
|
|
|
var <>k;
|
|
|
|
*new {|server|
|
|
var uid = UniqueID.next;
|
|
^super.new(server,uid)!?{|inst|inst.init(uid);inst}
|
|
}
|
|
|
|
init {|uid|
|
|
id = uid;
|
|
}
|
|
|
|
fit{|dataset,k, maxIter = 100, action|
|
|
this.k = k;
|
|
this.prSendMsg(\fit,
|
|
[dataset.asSymbol, k,maxIter], action,
|
|
[numbers(FluidMessageResponse,_,k,_)]
|
|
);
|
|
}
|
|
|
|
fitPredict{|dataset, labelset, k, maxIter = 100, action|
|
|
this.k = k;
|
|
this.prSendMsg(\fitPredict,
|
|
[dataset.asSymbol,labelset.asSymbol, k,maxIter],
|
|
action,[numbers(FluidMessageResponse,_,k,_)]
|
|
);
|
|
}
|
|
|
|
predict{ |dataset, labelset,action|
|
|
this.prSendMsg(\predict,
|
|
[dataset.asSymbol, labelset.asSymbol], action,
|
|
[numbers(FluidMessageResponse,_,this.k,_)]
|
|
);
|
|
}
|
|
|
|
predictPoint { |buffer, action|
|
|
this.prSendMsg(\predictPoint,
|
|
[buffer.asUGenInput], action,
|
|
[number(FluidMessageResponse,_,_)]
|
|
);
|
|
}
|
|
}
|