1+ {
2+ "nbformat" : 4 ,
3+ "nbformat_minor" : 0 ,
4+ "metadata" : {
5+ "colab" : {
6+ "name" : " Main Notebook: NLP Series Workshop 3: Seq2Seq.ipynb"
7+ "provenance" : [],
8+ "collapsed_sections" : []
9+ },
10+ "kernelspec" : {
11+ "name" : " python3"
12+ "display_name" : " Python 3"
13+ },
14+ "language_info" : {
15+ "name" : " python"
16+ },
17+ "accelerator" : " GPU"
18+ },
19+ "cells" : [
20+ {
21+ "cell_type" : " markdown"
22+ "source" : [
23+ " # Main Notebook: NLP Series Workshop 3: Language Translation with Seq2Seq"
24+ ],
25+ "metadata" : {
26+ "id" : " SsBNwfyb1K6S"
27+ }
28+ },
29+ {
30+ "cell_type" : " markdown"
31+ "source" : [
32+ " The reference code is located here: https://keras.io/examples/nlp/lstm_seq2seq/."
33+ ],
34+ "metadata" : {
35+ "id" : " F_EhiuTIorbM"
36+ }
37+ },
38+ {
39+ "cell_type" : " markdown"
40+ "source" : [
41+ " # 1. Setup"
42+ ],
43+ "metadata" : {
44+ "id" : " -bQwj_cIK_nO"
45+ }
46+ },
47+ {
48+ "cell_type" : " code"
49+ "source" : [
50+ " import numpy as np\n "
51+ " import tensorflow as tf\n "
52+ " from tensorflow import keras"
53+ ],
54+ "metadata" : {
55+ "id" : " a3Bni3Ibmlz2"
56+ },
57+ "execution_count" : 1 ,
58+ "outputs" : []
59+ },
60+ {
61+ "cell_type" : " code"
62+ "source" : [
63+ " !!curl -O http://www.manythings.org/anki/fra-eng.zip\n "
64+ " !!unzip fra-eng.zip"
65+ ],
66+ "metadata" : {
67+ "id" : " F-9X-y6cooN3"
68+ },
69+ "execution_count" : null ,
70+ "outputs" : []
71+ },
72+ {
73+ "cell_type" : " markdown"
74+ "source" : [
75+ " # Preprocessing"
76+ ],
77+ "metadata" : {
78+ "id" : " ffrI-qXX3jfa"
79+ }
80+ },
81+ {
82+ "cell_type" : " markdown"
83+ "source" : [
84+ " # Modeling"
85+ ],
86+ "metadata" : {
87+ "id" : " x2RQXc0DWeRI"
88+ }
89+ },
90+ {
91+ "cell_type" : " markdown"
92+ "source" : [
93+ " # Training"
94+ ],
95+ "metadata" : {
96+ "id" : " F75-fTaDZYex"
97+ }
98+ },
99+ {
100+ "cell_type" : " code"
101+ "source" : [
102+ " "
103+ ],
104+ "metadata" : {
105+ "id" : " Yx7gFek4M6dv"
106+ },
107+ "execution_count" : null ,
108+ "outputs" : []
109+ }
110+ ]
111+ }
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