mirror of
https://github.com/gsi-upm/sitc
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110 lines
2.7 KiB
Plaintext
110 lines
2.7 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"![](images/EscUpmPolit_p.gif \"UPM\")"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Course Notes for Learning Intelligent Systems"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Department of Telematic Engineering Systems, Universidad Politécnica de Madrid, © Carlos A. Iglesias"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Introduction to Natural Language Processing\n",
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" \n",
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"In this lab session, we are going to learn how to analyze texts and apply machine learning techniques on textual data sources.\n",
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"\n",
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"# Objectives\n",
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"\n",
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"The main objectives of this session are:\n",
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"* Learn how to obtain lexical, syntactic and semantic features from texts\n",
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"* Learn to use some libraries, such as NLTK, Scikit-learn and gensim for NLP"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Table of Contents"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"1. [Home](4_0_Intro_NLP.ipynb)\n",
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"1. [Lexical processing](4_1_Lexical_Processing.ipynb)\n",
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"1. [Syntactic processing](4_2_Syntactic_Processing.ipynb)\n",
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"2. [Vector representation](4_3_Vector_Representation.ipynb)\n",
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"3. [Classification](4_4_Classification.ipynb)\n",
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"1. [Semantic models](4_5_Semantic_Models.ipynb)\n",
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"1. [Combining features](4_6_Combining_Features.ipynb)\n",
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"5. [Exercises](4_7_Exercises.ipynb)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Licence\n",
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"The notebook is freely licensed under under the [Creative Commons Attribution Share-Alike license](https://creativecommons.org/licenses/by/2.0/). \n",
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"\n",
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"© Carlos A. Iglesias, Universidad Politécnica de Madrid."
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]
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}
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],
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"display_name": "Python 3",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.7.1"
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},
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"latex_envs": {
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"LaTeX_envs_menu_present": true,
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"autocomplete": true,
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"bibliofile": "biblio.bib",
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"cite_by": "apalike",
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"current_citInitial": 1,
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"eqLabelWithNumbers": true,
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"eqNumInitial": 1,
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"hotkeys": {
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"equation": "Ctrl-E",
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"itemize": "Ctrl-I"
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"labels_anchors": false,
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"report_style_numbering": false,
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