Kevin Jacobs kmjjacobs
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| # Code for https://www.data-blogger.com/2017/12/14/create-a-character-based-seq2seq-using-python-and-tensorflow/ | |
| # Imports | |
| import tensorflow as tf | |
| import pandas as pd | |
| from nltk import word_tokenize | |
| from collections import Counter | |
| import numpy as np | |
| # Load the data |
kmjjacobs
/ gru_tensorflow.py
Last active
August 14, 2022 17:10
GRU (Gated Recurrent Unit) implementation in TensorFlow and used in a simple Machine Learning task. The corresponding tutorial is found on Data Blogger: https://www.data-blogger.com/2017/08/27/gru-implementation-tensorflow/.
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| #%% (0) Important libraries | |
| import tensorflow as tf | |
| import numpy as np | |
| from numpy import random | |
| import matplotlib.pyplot as plt | |
| from IPython import display | |
| % matplotlib inline | |
| #%% (1) Dataset creation. |