كتاب MATLAB Text Analytics Toolbox User's Guide

أخواني في الله
أحضرت لكم كتاب
MATLAB Text Analytics Toolbox User's Guide
MathWorks

و المحتوى كما يلي :

Contents
Text Data Preparation
1
Extract Text Data from Files . 1-2
Prepare Text Data for Analysis 1-11
Parse HTML and Extract Text Content . 1-18
Correct Spelling in Documents . 1-22
Create Extension Dictionary for Spelling Correction 1-24
Create Custom Spelling Correction Function Using Edit Distance
Searchers . 1-28
Data Sets for Text Analytics 1-34
Modeling and Prediction
2
Create Simple Text Model for Classification 2-2
Analyze Text Data Using Multiword Phrases 2-7
Analyze Text Data Using Topic Models 2-13
Choose Number of Topics for LDA Model . 2-19
Compare LDA Solvers . 2-23
Visualize LDA Topics Using Word Clouds . 2-28
Visualize LDA Topic Probabilities of Documents . 2-30
Visualize Document Clusters Using LDA Model 2-35
Visualize LDA Topic Correlations 2-38
Visualize Correlations Between LDA Topics and Document Labels . 2-42
Create Co-occurrence Network . 2-48
iii
ContentsAnalyze Text Data Containing Emojis 2-52
Analyze Sentiment in Text 2-58
Generate Domain Specific Sentiment Lexicon . 2-61
Train a Sentiment Classifier 2-71
Extract Keywords from Text Data Using RAKE . 2-79
Extract Keywords from Text Data Using TextRank 2-82
Classify Text Data Using Deep Learning 2-85
Classify Text Data Using Convolutional Neural Network . 2-93
Classify Text Data Using Custom Training Loop . 2-100
Multilabel Text Classification Using Deep Learning 2-111
Sequence-to-Sequence Translation Using Attention . 2-130
Language Translation Using Deep Learning 2-146
Classify Out-of-Memory Text Data Using Deep Learning 2-168
Pride and Prejudice and MATLAB 2-174
Word-By-Word Text Generation Using Deep Learning 2-180
Generate Text Using Autoencoders . 2-186
Define Text Encoder Model Function 2-198
Define Text Decoder Model Function 2-205
Classify Out-of-Memory Text Data Using Custom Mini-Batch Datastore
2-212
Display and Presentation
3
Visualize Text Data Using Word Clouds 3-2
Visualize Word Embeddings Using Text Scatter Plots 3-8
iv ContentsLanguage Support
4
Language Considerations . 4-2
Language-Independent Features 4-4
Japanese Language Support . 4-6
Tokenization . 4-6
Part of Speech Details 4-6
Named Entity Recognition 4-7
Stop Words 4-8
Lemmatization . 4-9
Language-Independent Features 4-9
Analyze Japanese Text Data 4-11
German Language Support . 4-21
Tokenization 4-21
Sentence Detection 4-21
Part of Speech Details 4-22
Named Entity Recognition . 4-23
Stop Words . 4-24
Stemming 4-24
Language-Independent Features . 4-25
Analyze German Text Data . 4-26
Korean Language Support . 4-37
Tokenization 4-37
Part of Speech Details 4-37
Named Entity Recognition . 4-37
Stop Words . 4-37
Lemmatization 4-37
Language-Independent Features . 4-37
Language-Independent Features 4-39
Word and N-Gram Counting 4-39
Modeling and Prediction . 4-39
Glossary
5
Text Analytics Glossary . 5-2
Documents and Tokens . 5-2
Preprocessing 5-3
Modeling and Prediction 5-3
Visualization . 5-5
#ماتلاب,#متلاب,#Matlab,

كلمة سر فك الضغط : books-world.net
The Unzip Password : books-world.net
أتمنى أن تستفيدوا من محتوى الموضوع وأن ينال إعجابكم
رابط من موقع عالم الكتب لتنزيل كتاب MATLAB Text Analytics Toolbox User's Guide
رابط مباشر لتنزيل كتاب MATLAB Text Analytics Toolbox User's Guide

كيفية التسجيل فى منتدى هندسة الإنتاج والتصميم الميكانيكى

طريقة التنزيل من المنتدى خطوة بخطوة

الهارد الشامل والمتكامل لقسم ميكانيكا

******************************************************

كتاب MATLAB Text Analytics Toolbox User's Guide 761752

» كتاب MATLAB Bioinformatics Toolbox User's Guide
» كتاب Matlab - Deep Learning Toolbox - Getting Started Guide
» كتاب MATLAB - Curve Fitting Toolbox - User's Guide
» كتاب Matlab Symbolic Math Toolbox User's Guide
» كتاب MATLAB Statistics and Machine Learning Toolbox - User's Guide