TensorFlow - Documents

TensorFlowのドキュメント見てると迷子になるので、ただのリンクです。
※ 翻訳はテキトーです。


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## [始め方](https://www.tensorflow.org/versions/master/get_started/index.html)


- [TensorFlow - はじめに](https://www.tensorflow.org/versions/master/get_started/index.html)

- [ダウンロードとセットアップ](https://www.tensorflow.org/versions/master/get_started/os_setup.html)

- [基本的な使用法](https://www.tensorflow.org/versions/master/get_started/basic_usage.html)



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## [チュートリアル](https://www.tensorflow.org/versions/master/tutorials/index.html)


### Basic Neural Networks

- [TensorFlow -- ML初心者のためのMNIST](https://www.tensorflow.org/versions/master/tutorials/mnist/beginners/index.html#mnist-for-ml-beginners) 

- [TensorFlow -- 専門家のためのディープMNIST](https://www.tensorflow.org/versions/master/tutorials/mnist/pros/index.html#deep-mnist-for-experts) 

- [TensorFlow -- TensorFlow力学101](https://www.tensorflow.org/versions/master/tutorials/mnist/tf/index.html#tensorflow-mechanics-101) 


### Easy ML with tf.contrib.learn

- [tf.contrib.learn クイックスタート](https://www.tensorflow.org/versions/master/tutorials/tflearn/index.html) 

- [TensorFlowを用いた大規模な線形モデル](https://www.tensorflow.org/versions/master/tutorials/linear/overview.html)

- [TensorFlow線形モデルチュートリアル](https://www.tensorflow.org/versions/master/tutorials/wide/index.html)

- [TensorFlowワイド＆ディープラーニングチュートリアル](https://www.tensorflow.org/versions/master/tutorials/wide_and_deep/index.html)

- [tf.contrib.learnとのロギングとモニタリングの基礎](https://www.tensorflow.org/versions/master/tutorials/monitors/index.html) 


### サービングTensorFlow

- [サービングTensorFlow](https://www.tensorflow.org/versions/master/tutorials/tfserve/index.html)


### 画像処理

- [畳み込みニューラルネットワーク](https://www.tensorflow.org/versions/master/tutorials/deep_cnn/index.html)

- [画像認識](https://www.tensorflow.org/versions/master/tutorials/image_recognition/index.html)


### 言語とシーケンス処理

- [単語のベクトル表現](https://www.tensorflow.org/versions/master/tutorials/word2vec/index.html)

- [リカレントニューラルネットワーク](https://www.tensorflow.org/versions/master/tutorials/recurrent/index.html#recurrent-neural-networks)

- [配列対の配列のモデル](https://www.tensorflow.org/versions/master/tutorials/seq2seq/index.html)

- [SyntaxNet](https://www.tensorflow.org/versions/master/tutorials/syntaxnet/index.html)


### 非MLアプリケーション

- [マンデルブロ集合](https://www.tensorflow.org/versions/master/tutorials/mandelbrot/index.html)

- [偏微分方程式](https://www.tensorflow.org/versions/master/tutorials/pdes/index.html)



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## [HOW TO](https://www.tensorflow.org/versions/master/how_tos/index.html)


- [変数：作成、初期化、保存、およびロード](https:/www.tensorflow.org/versions/master/how_tos/variables/index.html)

- [TensorFlow力学101](https://www.tensorflow.org/versions/master/tutorials/mnist/tf/index.html)

- [TensorBoard：可視化学習](https://www.tensorflow.org/versions/master/how_tos/summaries_and_tensorboard/index.html)

- [TensorBoard：グラフの可視化](https://www.tensorflow.org/versions/master/how_tos/graph_viz/index.html)

- [データの読み込み](https://www.tensorflow.org/versions/master/how_tos/reading_data/index.html)

- [スレッディングとキュー](https://www.tensorflow.org/versions/master/how_tos/threading_and_queues/index.html)

- [分散TensorFlow](https://www.tensorflow.org/versions/master/how_tos/distributed/index.html)

- [新しいオペアンプ（演算）を追加します](https://www.tensorflow.org/versions/master/how_tos/adding_an_op/index.html)

- [カスタムデータリーダー](https://www.tensorflow.org/versions/master/how_tos/new_data_formats/index.html)

- [GPUを使用](https://www.tensorflow.org/versions/master/how_tos/using_gpu/index.html)

- [変数を共有](https://www.tensorflow.org/versions/master/how_tos/variable_scope/index.html)



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## [MOBILE](https://www.tensorflow.org/mobile.html)


- [TensorFlow Androidのカメラデモ](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/examples/android/)

- [TensorFlow iOSの例](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/contrib/ios_examples/)

- [ラズベリーパイの例](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/contrib/pi_examples/)



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## [API](https://www.tensorflow.org/versions/master/api_docs/index.html)


### API Documentation


- [Python API](https://www.tensorflow.org/versions/master/api_docs/python/index.html)
- [C++ API](https://www.tensorflow.org/versions/master/api_docs/cc/index.html)




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## [リソース](https://www.tensorflow.org/versions/master/resources/index.html)


- [TensorFlow - TensorFlowホワイトペーパー](https://www.tensorflow.org/versions/master/resources/bib.html#tensorflow-whitepaper)

- [TensorFlow - TensorFlow用途](https://www.tensorflow.org/versions/master/resources/uses.html#tensorflow-uses)

- [TensorFlow - よくあるご質問](https://www.tensorflow.org/versions/master/resources/faq.html#frequently-asked-questions)

- [TensorFlow - 用語集](https://www.tensorflow.org/versions/master/resources/glossary.html#glossary)

- [TensorFlow - テンソルはランク、形状、およびタイプ](https://www.tensorflow.org/versions/master/resources/dims_types.html#tensor-ranks-shapes-and-types)

- [TensorFlowバージョンセマンティクス](https://www.tensorflow.org/versions/master/resources/versions.html#tensorflow-version-semantics)

- [TensorFlowデータバージョン：GraphDefsとチェックポイント](https://www.tensorflow.org/versions/master/resources/data_versions.html#tensorflow-data-versioning-graphdefs-and-checkpoints)

- [ロードマップ](https://www.tensorflow.org/versions/master/resources/roadmap.html#roadmap)