Python models.EncoderRNN() Examples The following are 5 code examples of models.EncoderRNN(). You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example. You may also want to check...
#print(categoryFromOutput(output)) # We will also want a quick way to get a training example (a name and its # language): # # # # In[39]: import random def randomChoice(l): return l[random.randint(0, len(l) - 1)] def randomTrainingExample(): category = randomChoice(all_catego...
因为现在的 example 都比较复杂涉及东西比较多,抽出来一个极简版本。#!/usr/bin/env python# -*- coding: utf-8 -*-import tensorflow as tffr... tensorflow python 其他 RNN简单案例 rnn模型实现 引言 递归神经网络(Recurrent Neural Network, RNN)是神经网络家族的重要成员,而且也是深度学习领域中的得力干将...
(base) zhaomingming@localhost Downloads % python char_rnn_classification_tutorial.py ['data/names/Czech.txt', 'data/names/German.txt', 'data/names/Arabic.txt', 'data/names/Japanese.txt', 'data/names/Chinese.txt', 'data/names/Vietnamese.txt', 'data/names/Russian.txt', 'data/names/Fre...
python and c++ ├── model # Main codebase for RNN-MD ├── paper-figures # Python notebooks used to generate the figures for the paper ├── spec.._local # Python notebook version of the RNN-MD ├── spec.._colab # google colab notebook version of the RNN-MD ├── temp_...
init code and project Jul 29, 2017 models init code and project Jul 29, 2017 python init code and project Jul 29, 2017 scripts init code and project Jul 29, 2017 src init code and project Jul 29, 2017 tools init code and project ...
For those who want to experiment with such use cases, Keras is a popular open source library, now integrated into the TensorFlow library, providing a Python interface for RNNs. The API is designed for ease of use and customization, enabling users to define their own RNN cell layer with cust...
转载-Recurrent Neural Networks Tutorial, Part 2 – Implementing a RNN with Python, Numpy and Theano 本文是RNN教程的第二部分,第一部分教程在这里. 对应的样板代码在 Github上面。 在这部分内容中,我将会使用 numpy 和 theano 从头开始实现RNN 模型。实验中涉及的代码可以在Github中找到。一些不重要的内容将会...
要将ndjson文件转换为TFRecord文件(包含tf.train.Example样本),请运行以下命令。 python create_dataset.py --ndjson_path rnn_tutorial_data \ --output_path rnn_tutorial_data 此命令会将数据存储在TFRecord文件的 10 个分片中,每个类别有 10000 项用于训练数据,有 1000 项用于评估数据。
The data required for this example is in the data/ dir of the PTB dataset from Tomas Mikolov's webpage: $ wget http://www.fit.vutbr.cz/~imikolov/rnnlm/simple-examples.tgz $ tar xvf simple-examples.tgz To run: $ python ptb_word_lm.py --data_path=simple-examples/data/"""from__...