Constructor
new DataSet(_inputs, _targets)
Creates an instance of DataSet.
Example
// create a data set with inputs and targets for three cases
new tngs.DataSet([[ 0, 2, 0, 4 ], [ 9, 2, 9, 6 ], [ 3, 5, 7, 1 ]],
[[ 1, 0, 0 ], [ 0, 1, 0 ], [ 0, 0, 1 ]]);
// In this data, there are four inputs for each case. The targets are
// one-hot classification probabilities, labeled "even", "mixed" and
// "odd".Parameters:
| Name | Type | Description |
|---|---|---|
_inputs |
TFNestedArray | The cases that will be sent to TF's model fit(). The values must be nested arrays, because they will become TF tensors. See https://js.tensorflow.org/api/latest/#tensor for details. Note that the flat-array option is not yet supported. |
_targets |
ArrayOrder2 | The output values associated with the input data. Must be a two-dimensional nested array. Note: Proper format flexibility is coming soon! |
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