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Neural Nettwork (ANN) Extension
#6
A couple of notes regarding ANN extension, if anyone is interested in maybe using this extension for something more serious.

1] The inputs and outputs both need to be normalised to be between 0 and 1.
2] Corrected a couple bugs (using text training data, 2 issues) and added option to set non-binary output - need to update using extension manager.

Here is my test code (a little tougher than XOr training, but not so much really), averaging 2 integers between 1 and 100, ZWWL934.000.

Results running 10 tests using ANN after traning with 10000 data points, the ANN results are in brackets.

Training started
epoch=1
Trained=1
BinaryOutput=False
Epoch=100000
LearningRate=0.7
Momentum=0.3
SigmoidResponse=1
ErrorRequired=0.0001
Mean(30,87) = 58.5 (59.467565069791200)
Mean(88,94) = 91 (83.865182777482700)
Mean(84,86) = 85 (81.174412270905500)
Mean(76,23) = 49.5 (48.755414992063700)
Mean(33,43) = 38 (35.396646012457900)
Mean(7,43) = 25 (23.578500109811300)
Mean(52,73) = 62.5 (63.828703608754200)
Mean(85,69) = 77 (76.402047305511200)
Mean(88,82) = 85 (81.147569198575100)
Mean(85,38) = 61.5 (62.70809712805100)
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Messages In This Thread
RE: Neural Nettwork (ANN) Extension - by litdev - 06-08-2024, 07:43 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-19-2024, 10:46 AM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-19-2024, 12:31 PM
RE: Neural Nettwork (ANN) Extension - by z-s - 07-19-2024, 03:57 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-19-2024, 05:18 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-19-2024, 07:49 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-21-2024, 07:49 AM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-22-2024, 08:30 AM
RE: Neural Nettwork (ANN) Extension - by z-s - 07-23-2024, 06:34 AM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-23-2024, 09:01 AM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-24-2024, 04:01 PM
RE: Neural Nettwork (ANN) Extension - by z-s - 07-24-2024, 04:08 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-24-2024, 04:17 PM
RE: Neural Nettwork (ANN) Extension - by z-s - 07-24-2024, 04:21 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-24-2024, 05:47 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-24-2024, 08:48 PM
RE: Neural Nettwork (ANN) Extension - by z-s - 07-25-2024, 05:11 AM
RE: Neural Nettwork (ANN) Extension - by z-s - 07-25-2024, 07:16 AM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-25-2024, 11:02 AM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-25-2024, 01:18 PM
RE: Neural Nettwork (ANN) Extension - by z-s - 07-25-2024, 01:19 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-25-2024, 01:31 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-25-2024, 01:34 PM
RE: Neural Nettwork (ANN) Extension - by z-s - 07-25-2024, 03:23 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-25-2024, 03:36 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-25-2024, 05:44 PM
RE: Neural Nettwork (ANN) Extension - by z-s - 07-27-2024, 02:54 AM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-27-2024, 07:12 AM
RE: Neural Nettwork (ANN) Extension - by z-s - 07-27-2024, 03:33 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-27-2024, 04:23 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-27-2024, 10:03 PM
RE: Neural Nettwork (ANN) Extension - by z-s - 07-28-2024, 05:16 AM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-28-2024, 07:05 AM
RE: Neural Nettwork (ANN) Extension - by z-s - 07-28-2024, 02:28 PM
RE: Neural Nettwork (ANN) Extension - by z-s - 07-28-2024, 04:04 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-28-2024, 05:11 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 07-28-2024, 08:02 PM
RE: Neural Nettwork (ANN) Extension - by z-s - 08-13-2024, 04:33 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 08-26-2024, 02:06 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 08-26-2024, 04:14 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 08-26-2024, 05:58 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 08-26-2024, 10:16 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 08-26-2024, 10:54 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 08-27-2024, 08:23 AM
RE: Neural Nettwork (ANN) Extension - by litdev - 09-29-2024, 06:26 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 09-30-2024, 06:45 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 09-30-2024, 08:58 PM
RE: Neural Nettwork (ANN) Extension - by z-s - 10-01-2024, 05:06 AM
RE: Neural Nettwork (ANN) Extension - by litdev - 10-01-2024, 05:24 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 10-01-2024, 08:52 PM
RE: Neural Nettwork (ANN) Extension - by z-s - 10-02-2024, 05:28 AM
RE: Neural Nettwork (ANN) Extension - by z-s - 10-02-2024, 01:18 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 10-03-2024, 12:34 PM
RE: Neural Nettwork (ANN) Extension - by Scout - 10-06-2024, 03:51 PM
RE: Neural Nettwork (ANN) Extension - by litdev - 10-09-2024, 05:26 PM
Neural Nettwork (ANN) Extension - by litdev - 06-08-2024, 01:41 PM
RE: SB Forms extension - by AbsoluteBeginner - 06-08-2024, 02:43 PM
RE: SB Forms extension - by litdev - 06-08-2024, 03:08 PM
RE: SB Forms extension - by AbsoluteBeginner - 06-08-2024, 04:10 PM
RE: SB Forms extension - by litdev - 06-08-2024, 06:54 PM

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