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A collection of documents and programs to learn about Data Science and ML using TensorFlow.

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my-thought-experiments/explore-tensorflow

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Explore Tensorflow

A collection of documents and programs to learn about Data Science and ML using TensorFlow.

Prerequisite

  • Install Python 3.5 or above.
  • Install Conda
  • Install Jupyter notebook.

Table of Content

Annotations:

  • (P) means executable programs (Jupyter notebook).
  • (D) means documents, markdowns etc.

| Folder name | File name | Purpose | |:---|:---|:---|:---| | TensorFlowHub/ | (P) Introduction_TensorFlow_Hub | | | | (P) Text_Classification | | | | (P) Image_Classification | | | | (D) README.md | Documentation, references, etc. on TensorFlow Hub | | RNN/ | (P) Text_Generation_CharacterBased | | | | (P) Word Embeddings | | | | (D) README.md | Documentation, references, etc. on RNN, LSTM, GRU etc. | | TFMigration/ | (D) README.md | Documentation, references, etc. on migration TF1 to TF2. |