So now lets make a keras layers Neural Network with both integer inputs and outputs

xTrainingData   [1], [2], [3], [4]
yTrainingTarget [1], [3], [5], [7]

For this example I have put in a few HTML inputs to make it a bit more interesting. Later have a look at the full web App below.

Samples per batch : , Epochs (# of batches to run) :

Test the data:




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Now lets try the above in a full Machine Learning Web App

Tensorflowjs Machine Learning Web App Template

As simple as possible template. Note that for simplicity this has minimal CSS

Pre-Set Values:

Learning Rate:
Samples per batch:
Epochs: (# of batches to run)
Validation Split :



Data:

xTrainingData:
yTrainingTarget:



Compile or Load Model:

Compile, Train, Test: Import / Export
Compile Model:
Train Model: Epochs run:
Test Trained Model with New Data: New Data:Shape:

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This Github, ... this Github Website Version, ... this Hosted Website Version, ... Tensorflowjs

By Jeremy Ellis
Twitter@rocksetta
Website http://rocksetta.com
Use at your own risk!