/**
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* @license
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* Copyright 2020 Google LLC. All Rights Reserved.
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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* =============================================================================
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*/
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/// <amd-module name="@tensorflow/tfjs-core/dist/ops/eye" />
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import { Tensor2D } from '../tensor';
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import { DataType } from '../types';
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/**
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* Create an identity matrix.
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*
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* @param numRows Number of rows.
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* @param numColumns Number of columns. Defaults to `numRows`.
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* @param batchShape If provided, will add the batch shape to the beginning
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* of the shape of the returned `tf.Tensor` by repeating the identity
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* matrix.
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* @param dtype Data type.
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* @returns Identity matrix of the specified size and data type, possibly
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* with batch repetition if `batchShape` is specified.
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*
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* @doc {heading: 'Tensors', subheading: 'Creation'}
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*/
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declare function eye_(numRows: number, numColumns?: number, batchShape?: [
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number
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] | [
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number,
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number
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] | [number, number, number] | [number, number, number, number], dtype?: DataType): Tensor2D;
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export declare const eye: typeof eye_;
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export {};
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