tensorflow簡介_TensorFlow-簡介

tensorflow簡介

tensorflow簡介

TensorFlow-簡介 (TensorFlow - Introduction)



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TensorFlow is a software library or framework, designed by the Google team to implement machine learning and deep learning concepts in the easiest manner. It combines the computational algebra of optimization techniques for easy calculation of many mathematical expressions.

TensorFlow是Google團隊設計的軟件庫或框架,用於以最簡單的方式實現機器學習和深度學習的概念。 它結合了優化技術的計算代數,可輕鬆計算許多數學表達式。

The official website of TensorFlow is mentioned below −

TensorFlow的官方網站如下-

www.tensorflow.org

www.tensorflow.org

TensorFlow Home Page

Let us now consider the following important features of TensorFlow −

現在讓我們考慮TensorFlow的以下重要功能-

  • It includes a feature of that defines, optimizes and calculates mathematical expressions easily with the help of multi-dimensional arrays called tensors.

    它具有的一項功能是藉助稱爲張量的多維數組輕鬆定義,優化和計算數學表達式。

  • It includes a programming support of deep neural networks and machine learning techniques.

    它包括對深度神經網絡和機器學習技術的編程支持。

  • It includes a high scalable feature of computation with various data sets.

    它包括具有各種數據集的高度可擴展的計算功能。

  • TensorFlow uses GPU computing, automating management. It also includes a unique feature of optimization of same memory and the data used.

    TensorFlow使用GPU計算,實現了自動化管理。 它還具有優化相同內存和所用數據的獨特功能。

爲什麼TensorFlow如此受歡迎? (Why is TensorFlow So Popular?)

TensorFlow is well-documented and includes plenty of machine learning libraries. It offers a few important functionalities and methods for the same.

TensorFlow有充分的文檔證明,幷包含大量的機器學習庫。 它提供了一些重要的功能和方法。

TensorFlow is also called a 「Google」 product. It includes a variety of machine learning and deep learning algorithms. TensorFlow can train and run deep neural networks for handwritten digit classification, image recognition, word embedding and creation of various sequence models.

TensorFlow也被稱爲「 Google」產品。 它包括各種機器學習和深度學習算法。 TensorFlow可以訓練和運行深度神經網絡,以進行手寫數字分類,圖像識別,單詞嵌入和創建各種序列模型。

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翻譯自: https://www.tutorialspoint.com/tensorflow/tensorflow_introduction.htm

tensorflow簡介