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tf-eager-text-data's Introduction

tf-eager-text-data

Handling Text data with tf.eager.

Blog post on Medium

Setup

Step 1: Getting data

  • We provide the first 100K sentences of English Wikipedia and a vocab file. Feel free to use your favorite dataset.

    cp data/wiki.100K.txt.zip .
    cp data/vocab.txt .
    unzip wiki.100K.txt
  • Take a peek:

    head -2 wiki.100K.txt
     anarchism is a political philosophy that advocates self-governed societies based on voluntary institutions .
     these are often described as stateless societies , although several authors have defined them more specifically as institutions based on non-hierarchical or free associations .

Step 2: Install and Setup

We will list here instructions to set up your environment using Conda environment. You can use any other equivalent setup:

conda create -n tf-eager-text python=3.6
source activate tf-eager-text
(tf-eager-text) pip install -r requirements.txt

Step 3: Launch Jupyter!

jupyter notebook

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