Date: Mon, 6 Oct 1997 11:26:14 -0700 (PDT)
From: Andrew Conway <arc@sequence.Stanford.EDU>
Message-Id: <199710061826.LAA21557@cycle.Stanford.EDU>
To: caml-list@inria.fr, vincent@cyberman.parc.anglia.ac.uk
Subject: Re: Neural nets in Caml
In response to the request for neural network software in caml/ocaml:
I have some brief neural network routines in ocaml in my general
library which is available from:
http://sequence-www.stanford.edu/~arc/publib.html
A trivial test function to show backpropagation on a neural network
with 2 input nodes, 2 nodes in a hidden layer, and one output node
(hence [|2;2;1|] argument to create) is:
let selftest () =
let net = create [|2;2;1|] in
let teachdataset = [|
([|1.0;1.0|],[|0.0|]);
([|1.0;0.0|],[|1.0|]);
([|0.0;1.0|],[|1.0|]);
([|0.0;0.0|],[|0.0|])
|] in
let testdataset = teachdataset in
polyteachtest 5000 net teachdataset testdataset;
net
;;
Warning: I don't actually use neural networks, so I haven't tested it all
that much. I had an application that I thought could use them, wrote
the library, and then abandoned it.
Warning: I think that generally neural networks are the wrong way to solve
a problem.
There are lots of other things in the library, most with a one line
comment :-(
Regards,
Andrew.
-----------------
J'ai un bibliotech "neural network" (et autres choses) en ocaml dans
http://sequence-www.stanford.edu/~arc/publib.html
Malheureusement, il n'y a pas beaucoup de documentation. Et presque
tout est en Anglais.
Amities,
Andrew.
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