compling - pypi Package Compare versions

Comparing version 0.0.37 to 0.0.38

compling.egg-info/dependency_links.txt

+

compling.egg-info/PKG-INFO

+Metadata-Version: 2.1
+Name: compling
+Version: 0.0.38
+Summary: Computational Linguistic
+Home-page: https://github.com/FrancescoPeriti/compling
+Author: Francesco Periti
+Author-email: [e-mail]
+License: UNKNOWN
+Description: # compling
+        #### Computational Linguistic with Python
+        
+        [![Build Status](https://travis-ci.org/joemccann/dillinger.svg?branch=master)](https://travis-ci.org/joemccann/dillinger)
+        
+        **compling** is a Python module that provides some **_Natural Language Processing_** and **_Computational Linguistics_** functionalities to work with human language data. It incorporates various _Data_ and _Text Mining_ features from other famous libraries (e.g. [spacy](https://pypi.org/project/spacy/), [nltk](https://pypi.org/project/nltk/), [sklearn](https://pypi.org/project/scikit-learn/), ...) in order to arrange a pipeline aimed at the analysis of corpora of _JSON_ documents.
+        
+        ### Documentation
+         See documentation [here](http://pycompling.altervista.org/).
+        
+        ### Installation
+        You can install **compling** with:
+        ```sh
+        $ pip install compling
+        ```
+        **compling** requires:
+        + _Python_ (>= 3.6)
+        + _numpy_
+        + _spacy_
+        + _nltk_
+        + _gensim_
+        + _tqdm_
+        + _unicodedata2_
+        + _unidecode_
+        + configparser_
+        + _vaderSentiment_
+        + _wordcloud_
+        
+        You also need to download:
+        * a ++_spacy language model_++ <br/>
+        See [here](https://spacy.io/models) the available models. You can choose based on the language of your corpus documents. 
+        By default, **complig** expects you to download _sm_ models. You can still choose to download larger models, but remember to edit the [_confg.ini_](#config.ini) file, so it can work properly.
+        
+            _Example_ <br/>
+            Let's assume the language of your documents is _English_. 
+            You could download the _spacy small english model_:
+            ```sh
+            python -m spacy download en_core_web_sm
+            ```
+        * some ++_nltk functionalities_++: <br/>
+            * _stopwords_
+                ```sh
+                $ python -m nltk.downloader stopwords
+                ```
+            * _punkt_
+                ```sh
+                $ python -m nltk.downloader punkt
+                ```
+        ### config.ini
+        The functionalities offered by **compling** may require a large variety of parameters. To facilitate their use, default values are provided for some parameters:
+        - some can be changed in the function invocation. Many functions provide optional parameters;
+        - others are stored in the ++_config.ini_++ file.
+          This file configures the processing of your corpora. It contains the values of some special parameters. 
+          (e.g. _the language of documents in your corpus._)
+        
+        You can see a preview below:
+        ```ini
+        [Corpus]
+        ;The language of documents in your corpus.
+        language = english
+        
+        ;Documents in your corpus store their text in this key.
+        text_key = text
+        
+        ;Documents in your corpus store their date values as string in this format.
+        ;For a complete list of formatting directives, see: https://docs.python.org/3/library/datetime.html#strftime-strptime-behavior.
+        date_format = %d/%m/%Y
+        
+        ;The size of spacy model you want it to be used in the text processing
+        spacy_model_size = md
+        
+        [Document_record]
+        ;Document records metadata:
+        
+        ;If lower==1, A lowercase version will be stored for each document.
+        lower = 0
+        
+        ;If lemma==1, A version with tokens replace by their lemma will be stored for each document.
+        lemma = 0
+        
+        ;If stem==1, A version with tokens replace by their stem will be stored for each document.
+        stem = 0
+        
+        ;If negations==1, A version where negated token are preceded by 'NOT_' prefix will be stored for each document.
+        negations = 1
+        
+        ;If named_entities==1, the occurring named entities will be stored in a list for each document.
+        named_entities = 1
+        ; ...
+        ```
+        ##### ConfigManager
+        **compling** provides the _ConfigManager_ class to make it easier for you to edit the _config.ini_ file and to help you handling the corpora processing .
+        
+        #### example of usage (compling)
+        You can see a short example of usage at [https://github.com/FrancescoPeriti/compling](https://github.com/FrancescoPeriti/compling). 
+        
+        See the [documentation](http://pycompling.altervista.org/) for more details.
+Platform: UNKNOWN
+Classifier: Programming Language :: Python :: 3
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Operating System :: OS Independent
+Requires-Python: >=3.6
+Description-Content-Type: text/markdown

compling.egg-info/requires.txt

+pandas
+sklearn
+matplotlib
+numpy
+spacy
+nltk
+tqdm
+unicodedata2
+gensim
+configparser
+vaderSentiment
+unidecode
+wordcloud

compling.egg-info/SOURCES.txt

+README.md
+setup.py
+compling/__init__.py
+compling/config.ini
+compling/config.py
+compling/default_config.ini
+compling/descriptor.py
+compling/nlp.py
+compling.egg-info/PKG-INFO
+compling.egg-info/SOURCES.txt
+compling.egg-info/dependency_links.txt
+compling.egg-info/requires.txt
+compling.egg-info/top_level.txt
+compling/embeddings/__init__.py
+compling/embeddings/embeddings.py
+compling/embeddings/documents/__init__.py
+compling/embeddings/documents/dembeddings.py
+compling/embeddings/documents/impl/__init__.py
+compling/embeddings/documents/impl/doc2vec.py
+compling/embeddings/words/__init__.py
+compling/embeddings/words/wembeddings.py
+compling/embeddings/words/impl/__init__.py
+compling/embeddings/words/impl/fasttext.py
+compling/embeddings/words/impl/word2vec.py
+compling/example-corpus/vatican-publications/Benedict XVI/Apost_constitutions/Anglicanorum Coetibus.json
+compling/example-corpus/vatican-publications/Benedict XVI/Apost_exhortations/Africae Munus.json
+compling/example-corpus/vatican-publications/Benedict XVI/Apost_exhortations/Ecclesia In Medio Oriente.json
+compling/example-corpus/vatican-publications/Benedict XVI/Apost_exhortations/Sacramentum Caritatis.json
+compling/example-corpus/vatican-publications/Benedict XVI/Apost_exhortations/Verbum Domini.json
+compling/example-corpus/vatican-publications/Benedict XVI/Apost_letters/Beatification Messico.json
+compling/example-corpus/vatican-publications/Benedict XVI/Apost_letters/Beatification Tapies Ginard.json
+compling/example-corpus/vatican-publications/Benedict XVI/Apost_letters/Beatification Von Galen.json
+compling/example-corpus/vatican-publications/Benedict XVI/Apost_letters/Beatification.json
+compling/example-corpus/vatican-publications/Benedict XVI/Apost_letters/Codex Iuris Canonici.json
+compling/example-corpus/vatican-publications/Benedict XVI/Apost_letters/Duns Scoto.json
+compling/example-corpus/vatican-publications/Benedict XVI/Apost_letters/Ecclesiae Unitatem.json
+compling/example-corpus/vatican-publications/Benedict XVI/Apost_letters/Giovanni Avila.json
+compling/example-corpus/vatican-publications/Benedict XVI/Apost_letters/Ildegarda Bingen.json
+compling/example-corpus/vatican-publications/Benedict XVI/Apost_letters/Totius Orbis.json
+compling/example-corpus/vatican-publications/Benedict XVI/Apost_letters/Ubicumque Et Semper.json
+compling/example-corpus/vatican-publications/Benedict XVI/Encyclicals/Caritas In Veritate.json
+compling/example-corpus/vatican-publications/Benedict XVI/Encyclicals/Deus Caritas Est.json
+compling/example-corpus/vatican-publications/Benedict XVI/Encyclicals/Spe Salvi.json
+compling/example-corpus/vatican-publications/Benedict XV/Apost_exhortations/Fummo Chiamati.json
+compling/example-corpus/vatican-publications/Benedict XV/Apost_letters/Maximum Illud.json
+compling/example-corpus/vatican-publications/Benedict XV/Encyclicals/Ad Beatissimi Apostolorum.json
+compling/example-corpus/vatican-publications/Benedict XV/Encyclicals/Annus Iam Plenus.json
+compling/example-corpus/vatican-publications/Benedict XV/Encyclicals/Fausto Appetente Die.json
+compling/example-corpus/vatican-publications/Benedict XV/Encyclicals/Humani Generis Redemptionem.json
+compling/example-corpus/vatican-publications/Benedict XV/Encyclicals/In Hac Tanta.json
+compling/example-corpus/vatican-publications/Benedict XV/Encyclicals/In Praeclara Summorum.json
+compling/example-corpus/vatican-publications/Benedict XV/Encyclicals/Pacem Dei Munus Pulcherrimum.json
+compling/example-corpus/vatican-publications/Benedict XV/Encyclicals/Paterno Iam Diu.json
+compling/example-corpus/vatican-publications/Benedict XV/Encyclicals/Principi Apostolorum Petro.json
+compling/example-corpus/vatican-publications/Benedict XV/Encyclicals/Quod Iam Diu.json
+compling/example-corpus/vatican-publications/Benedict XV/Encyclicals/Sacra Propediem.json
+compling/example-corpus/vatican-publications/Benedict XV/Encyclicals/Spiritus Paraclitus.json
+compling/example-corpus/vatican-publications/Francis I/Apost_constitutions/Episcopalis Communio.json
+compling/example-corpus/vatican-publications/Francis I/Apost_constitutions/Veritatis Gaudium.json
+compling/example-corpus/vatican-publications/Francis I/Apost_constitutions/Vultum Dei Quaerere.json
+compling/example-corpus/vatican-publications/Francis I/Apost_exhortations/Amoris Laetitia.json
+compling/example-corpus/vatican-publications/Francis I/Apost_exhortations/Christus Vivit.json
+compling/example-corpus/vatican-publications/Francis I/Apost_exhortations/Evangelii Gaudium.json
+compling/example-corpus/vatican-publications/Francis I/Apost_exhortations/Gaudete Et Exsultate.json
+compling/example-corpus/vatican-publications/Francis I/Apost_exhortations/Querida Amazonia.json
+compling/example-corpus/vatican-publications/Francis I/Apost_letters/Admirabile Signum.json
+compling/example-corpus/vatican-publications/Francis I/Apost_letters/Come Una Madre Amorevole.json
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+compling/example-corpus/vatican-publications/Francis I/Apost_letters/Maiorem Hac Dilectionem.json
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+compling/example-corpus/vatican-publications/Francis I/Apost_letters/Misericordiae Vultus.json
+compling/example-corpus/vatican-publications/Francis I/Apost_letters/Sedula Mater.json
+compling/example-corpus/vatican-publications/Francis I/Apost_letters/Segreteria Comunicazione.json
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+compling/example-corpus/vatican-publications/John Paul II/Apost_constitutions/Sacrae Disciplinae Leges.json
+compling/example-corpus/vatican-publications/John Paul II/Apost_constitutions/Sapientia Christiana.json
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+compling/example-corpus/vatican-publications/John Paul II/Apost_exhortations/Christifideles Laici.json
+compling/example-corpus/vatican-publications/John Paul II/Apost_exhortations/Ecclesia In Africa.json
+compling/example-corpus/vatican-publications/John Paul II/Apost_exhortations/Ecclesia In America.json
+compling/example-corpus/vatican-publications/John Paul II/Apost_exhortations/Ecclesia In Asia.json
+compling/example-corpus/vatican-publications/John Paul II/Apost_exhortations/Ecclesia In Europa.json
+compling/example-corpus/vatican-publications/John Paul II/Apost_exhortations/Ecclesia In Oceania.json
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+compling/example-corpus/vatican-publications/John Paul II/Apost_exhortations/Pastores Gregis.json
+compling/example-corpus/vatican-publications/John Paul II/Apost_exhortations/Reconciliatio Et Paenitentia.json
+compling/example-corpus/vatican-publications/John Paul II/Apost_exhortations/Redemptionis Donum.json
+compling/example-corpus/vatican-publications/John Paul II/Apost_exhortations/Redemptoris Custos.json
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+compling/example-corpus/vatican-publications/John Paul II/Apost_letters/Spiritus Et Sponsa.json
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+compling/example-corpus/vatican-publications/John Paul II/Encyclicals/Dives In Misericordia.json
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+compling/example-corpus/vatican-publications/Leo XIII/Encyclicals/Quod Anniversarius.json
+compling/example-corpus/vatican-publications/Leo XIII/Encyclicals/Quod Apostolici Muneris.json
+compling/example-corpus/vatican-publications/Leo XIII/Encyclicals/Quod Auctoritate.json
+compling/example-corpus/vatican-publications/Leo XIII/Encyclicals/Quod Multum.json
+compling/example-corpus/vatican-publications/Leo XIII/Encyclicals/Quod Votis.json
+compling/example-corpus/vatican-publications/Leo XIII/Encyclicals/Quum Diuturnum.json
+compling/example-corpus/vatican-publications/Leo XIII/Encyclicals/Reputantibus.json
+compling/example-corpus/vatican-publications/Leo XIII/Encyclicals/Rerum Novarum.json
+compling/example-corpus/vatican-publications/Leo XIII/Encyclicals/Saepe Nos.json
+compling/example-corpus/vatican-publications/Leo XIII/Encyclicals/Sancta Dei Civitas.json
+compling/example-corpus/vatican-publications/Leo XIII/Encyclicals/Sapientiae Christianae.json
+compling/example-corpus/vatican-publications/Leo XIII/Encyclicals/Satis Cognitum.json
+compling/example-corpus/vatican-publications/Leo XIII/Encyclicals/Spectata Fides.json
+compling/example-corpus/vatican-publications/Leo XIII/Encyclicals/Spesse Volte.json
+compling/example-corpus/vatican-publications/Leo XIII/Encyclicals/Superiore Anno.json
+compling/example-corpus/vatican-publications/Leo XIII/Encyclicals/Supremi Apostolatus Officio.json
+compling/example-corpus/vatican-publications/Leo XIII/Encyclicals/Tametsi Futura Prospicientibus.json
+compling/example-corpus/vatican-publications/Leo XIII/Encyclicals/Urbanitatis Veteris.json
+compling/example-corpus/vatican-publications/Leo XIII/Encyclicals/Vi E Ben Noto.json
+compling/example-corpus/vatican-publications/Paul VI/Apost_constitutions/Indulgentiarum Doctrina.json
+compling/example-corpus/vatican-publications/Paul VI/Apost_constitutions/Missale Romanum.json
+compling/example-corpus/vatican-publications/Paul VI/Apost_constitutions/Paenitemini.json
+compling/example-corpus/vatican-publications/Paul VI/Apost_constitutions/Sacram Unctionem.json
+compling/example-corpus/vatican-publications/Paul VI/Apost_exhortations/Evangelica Testificatio.json
+compling/example-corpus/vatican-publications/Paul VI/Apost_exhortations/Evangelii Nuntiandi.json
+compling/example-corpus/vatican-publications/Paul VI/Apost_exhortations/Gaudete In Domino.json
+compling/example-corpus/vatican-publications/Paul VI/Apost_exhortations/Marialis Cultus.json
+compling/example-corpus/vatican-publications/Paul VI/Apost_exhortations/Signum Magnum.json
+compling/example-corpus/vatican-publications/Paul VI/Apost_letters/Amoris Officio.json
+compling/example-corpus/vatican-publications/Paul VI/Apost_letters/In Spiritu Sancto.json
+compling/example-corpus/vatican-publications/Paul VI/Apost_letters/Octogesima Adveniens.json
+compling/example-corpus/vatican-publications/Paul VI/Apost_letters/Summi Dei Verbum.json
+compling/example-corpus/vatican-publications/Paul VI/Encyclicals/Christi Matri.json
+compling/example-corpus/vatican-publications/Paul VI/Encyclicals/Ecclesiam Suam.json
+compling/example-corpus/vatican-publications/Paul VI/Encyclicals/Humanae Vitae.json
+compling/example-corpus/vatican-publications/Paul VI/Encyclicals/Mense Maio.json
+compling/example-corpus/vatican-publications/Paul VI/Encyclicals/Mysterium Fidei.json
+compling/example-corpus/vatican-publications/Paul VI/Encyclicals/Populorum Progressio.json
+compling/example-corpus/vatican-publications/Paul VI/Encyclicals/Sacerdotalis Caelibatus.json
+compling/example-corpus/vatican-publications/Pius XII/Apost_constitutions/Munificentissimus Deus.json
+compling/example-corpus/vatican-publications/Pius XII/Apost_constitutions/Provida Mater Ecclesia.json
+compling/example-corpus/vatican-publications/Pius XII/Apost_exhortations/Ideal Film.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Ad Apostolorum Principis.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Ad Caeli Reginam.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Ad Sinarum Gentem.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Anni Sacri.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Auspicia Quaedam.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Communium Interpretes Dolorum.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Datis Nuperrime.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Deiparae Virginis Mariae.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Divino Afflante Spiritu.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Doctor Mellifluus.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Ecclesiae Fastos.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Evangelii Praecones.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Fidei Donum.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Fulgens Corona.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Fulgens Radiatur.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Haurietis Aquas.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Humani Generis.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/In Multiplicibus Curis.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Ingruentium Malorum.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Invicti Athletae.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Laetamur Admodum.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Le Pelerinage De Lourdes.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Luctuosissimi Eventus.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Mediator Dei.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Meminisse Iuvat.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Mirabile Illud.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Miranda Prorsus.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Musicae Sacrae.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Mystici Corporis Christi.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Optatissima Pax.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Orientales Omnes Ecclesias.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Orientalis Ecclesiae.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Quemadmodum.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Redemptoris Nostri Cruciatus.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Sacra Virginitas.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Saeculo Exeunte Octavo.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Sempiternus Rex Christus.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Sertium Laetitiae.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Sertum Laetitiae.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Summi Maeroris.json
+compling/example-corpus/vatican-publications/Pius XII/Encyclicals/Summi Pontificatus.json
+compling/example-corpus/vatican-publications/Pius XII/Speeches/Radiomessaggio Di Natale 1942.json
+compling/example-corpus/vatican-publications/Pius XII/Speeches/Radiomessaggio Di Natale 1947.json
+compling/example-corpus/vatican-publications/Pius XII/Speeches/Radiomessaggio Di Natale 1951.json
+compling/example-corpus/vatican-publications/Pius XII/Speeches/Radiomessaggio Di Natale 1956.json
+compling/example-corpus/vatican-publications/Pius XII/Speeches/Radiomessaggio Di Pentecoste.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Acerba Animi.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Ad Catholici Sacerdotii.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Caritate Christi Compulsi.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Casti Connubii.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Dilectissima Nobis.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Divini Illius Magistri.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Divini Redemptoris.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Firmissimam Constantiam.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Ingravescentibus Malis.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Iniquis Afflictisque.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Maximam Gravissimamque.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Mens Nostra.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Miserentissimus Redemptor.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Mit Brennender Sorge.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Mortalium Animos.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Non Abbiamo Bisogno.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Nos Es Muy Conocida.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Nova Impendet.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Quadragesimo Anno.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Quas Primas.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Rerum Ecclesiae.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Rerum Omnium Perturbationem.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Rite Expiatis.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Ubi Arcano Dei Consilio.json
+compling/example-corpus/vatican-publications/Pius XI/Encyclicals/Vigilanti Cura.json
+compling/example-corpus/vatican-publications/Pius X/Encyclicals/Acerbo Nimis.json
+compling/example-corpus/vatican-publications/Pius X/Encyclicals/Ad Diem Illum Laetissimum.json
+compling/example-corpus/vatican-publications/Pius X/Encyclicals/Communium Rerum.json
+compling/example-corpus/vatican-publications/Pius X/Encyclicals/E Supremi.json
+compling/example-corpus/vatican-publications/Pius X/Encyclicals/Editae Saepe.json
+compling/example-corpus/vatican-publications/Pius X/Encyclicals/Gravissimo Officii Munere.json
+compling/example-corpus/vatican-publications/Pius X/Encyclicals/Iamdudum.json
+compling/example-corpus/vatican-publications/Pius X/Encyclicals/Il Fermo Proposito.json
+compling/example-corpus/vatican-publications/Pius X/Encyclicals/Iucunda Sane.json
+compling/example-corpus/vatican-publications/Pius X/Encyclicals/Lacrimabili Statu.json
+compling/example-corpus/vatican-publications/Pius X/Encyclicals/Pascendi Dominici Gregis.json
+compling/example-corpus/vatican-publications/Pius X/Encyclicals/Pieni L Animo.json
+compling/example-corpus/vatican-publications/Pius X/Encyclicals/Singulari Quadam.json
+compling/example-corpus/vatican-publications/Pius X/Encyclicals/Tribus Circiter.json
+compling/example-corpus/vatican-publications/Pius X/Encyclicals/Une Fois Encore.json
+compling/example-corpus/vatican-publications/Pius X/Encyclicals/Vehementer Nos.json
+compling/example-corpus/vatican-publications/Vatican Council II/Documents/Dignitatis Humanae.json
+compling/example-corpus/vatican-publications/Vatican Council II/Documents/Gaudium Et Spes.json
+compling/example-corpus/vatican-publications/Vatican Council II/Documents/Lumen Gentium.json
+compling/languages/__init__.py
+compling/languages/chinese.py
+compling/languages/danish.py
+compling/languages/dutch.py
+compling/languages/english.py
+compling/languages/german.py
+compling/languages/greek.py
+compling/languages/italian.py
+compling/languages/japanese.py
+compling/languages/lithuanian.py
+compling/languages/norwegian-bokmål.py
+compling/languages/polish.py
+compling/languages/portuguese.py
+compling/languages/romanian.py
+compling/languages/spanish.py
+compling/lexicalAnalysis/__init__.py
+compling/lexicalAnalysis/tokenization/__init__.py
+compling/lexicalAnalysis/tokenization/document_abc.py
+compling/lexicalAnalysis/tokenization/paragraph_abc.py
+compling/lexicalAnalysis/tokenization/sentence_abc.py
+compling/lexicalAnalysis/tokenization/token_abc.py
+compling/lexicalAnalysis/tokenization/tokenization_abc.py
+compling/lexicalAnalysis/tokenization/impl/__init__.py
+compling/lexicalAnalysis/tokenization/impl/document.py
+compling/lexicalAnalysis/tokenization/impl/paragraph.py
+compling/lexicalAnalysis/tokenization/impl/parallel_tokenizer.py
+compling/lexicalAnalysis/tokenization/impl/sentence.py
+compling/lexicalAnalysis/tokenization/impl/token.py
+compling/lexicalAnalysis/tokenization/impl/tokenizer.py
+compling/lexicalAnalysis/vectorization/__init__.py
+compling/lexicalAnalysis/vectorization/nevectorization.py
+compling/lexicalAnalysis/vectorization/vectorization.py
+compling/lexicalAnalysis/vectorization/impl/__init__.py
+compling/lexicalAnalysis/vectorization/impl/nevectorizer.py
+compling/lexicalAnalysis/vectorization/impl/vectorizer.py
+compling/lexicalAnalysis/vectorization/impl/vsm.py
+compling/lexicons/__init__.py
+compling/lexicons/fannix.py
+compling/lexicons/lexiconMeta.py
+compling/lexicons/sentiwordnet.py
+compling/lexicons/sentix.py
+compling/lexicons/vader.py
+compling/senti-lexicons/fannix.csv
+compling/senti-lexicons/sentix.csv
+compling/sentiment/__init__.py
+compling/sentiment/sentiment.py
+compling/sentiment/impl/__init__.py
+compling/sentiment/impl/sentimentanalyzer.py
+compling/sentiment/lexicon/__init__.py
+compling/sentiment/lexicon/lexicon.py
+compling/sentiment/lexicon/impl/__init__.py
+compling/sentiment/lexicon/impl/fannix.py
+compling/sentiment/lexicon/impl/sentiwordnet.py
+compling/sentiment/lexicon/impl/sentix.py
+compling/sentiment/lexicon/impl/vader.py
+compling/unsupervisedLearning/__init__.py
+compling/unsupervisedLearning/unsupervised_learning.py
+compling/unsupervisedLearning/clustering/__init__.py
+compling/unsupervisedLearning/clustering/kmeans.py
+compling/unsupervisedLearning/clustering/linkage.py
+compling/unsupervisedLearning/dimensionality_reduction/__init__.py
+compling/unsupervisedLearning/dimensionality_reduction/pca.py
+compling/unsupervisedLearning/dimensionality_reduction/truncatesvd.py

compling.egg-info/top_level.txt

+compling

PKG-INFO

+Metadata-Version: 2.1
+Name: compling
+Version: 0.0.38
+Summary: Computational Linguistic
+Home-page: https://github.com/FrancescoPeriti/compling
+Author: Francesco Periti
+Author-email: [e-mail]
+License: UNKNOWN
+Description: # compling
+        #### Computational Linguistic with Python
+        
+        [![Build Status](https://travis-ci.org/joemccann/dillinger.svg?branch=master)](https://travis-ci.org/joemccann/dillinger)
+        
+        **compling** is a Python module that provides some **_Natural Language Processing_** and **_Computational Linguistics_** functionalities to work with human language data. It incorporates various _Data_ and _Text Mining_ features from other famous libraries (e.g. [spacy](https://pypi.org/project/spacy/), [nltk](https://pypi.org/project/nltk/), [sklearn](https://pypi.org/project/scikit-learn/), ...) in order to arrange a pipeline aimed at the analysis of corpora of _JSON_ documents.
+        
+        ### Documentation
+         See documentation [here](http://pycompling.altervista.org/).
+        
+        ### Installation
+        You can install **compling** with:
+        ```sh
+        $ pip install compling
+        ```
+        **compling** requires:
+        + _Python_ (>= 3.6)
+        + _numpy_
+        + _spacy_
+        + _nltk_
+        + _gensim_
+        + _tqdm_
+        + _unicodedata2_
+        + _unidecode_
+        + configparser_
+        + _vaderSentiment_
+        + _wordcloud_
+        
+        You also need to download:
+        * a ++_spacy language model_++ <br/>
+        See [here](https://spacy.io/models) the available models. You can choose based on the language of your corpus documents. 
+        By default, **complig** expects you to download _sm_ models. You can still choose to download larger models, but remember to edit the [_confg.ini_](#config.ini) file, so it can work properly.
+        
+            _Example_ <br/>
+            Let's assume the language of your documents is _English_. 
+            You could download the _spacy small english model_:
+            ```sh
+            python -m spacy download en_core_web_sm
+            ```
+        * some ++_nltk functionalities_++: <br/>
+            * _stopwords_
+                ```sh
+                $ python -m nltk.downloader stopwords
+                ```
+            * _punkt_
+                ```sh
+                $ python -m nltk.downloader punkt
+                ```
+        ### config.ini
+        The functionalities offered by **compling** may require a large variety of parameters. To facilitate their use, default values are provided for some parameters:
+        - some can be changed in the function invocation. Many functions provide optional parameters;
+        - others are stored in the ++_config.ini_++ file.
+          This file configures the processing of your corpora. It contains the values of some special parameters. 
+          (e.g. _the language of documents in your corpus._)
+        
+        You can see a preview below:
+        ```ini
+        [Corpus]
+        ;The language of documents in your corpus.
+        language = english
+        
+        ;Documents in your corpus store their text in this key.
+        text_key = text
+        
+        ;Documents in your corpus store their date values as string in this format.
+        ;For a complete list of formatting directives, see: https://docs.python.org/3/library/datetime.html#strftime-strptime-behavior.
+        date_format = %d/%m/%Y
+        
+        ;The size of spacy model you want it to be used in the text processing
+        spacy_model_size = md
+        
+        [Document_record]
+        ;Document records metadata:
+        
+        ;If lower==1, A lowercase version will be stored for each document.
+        lower = 0
+        
+        ;If lemma==1, A version with tokens replace by their lemma will be stored for each document.
+        lemma = 0
+        
+        ;If stem==1, A version with tokens replace by their stem will be stored for each document.
+        stem = 0
+        
+        ;If negations==1, A version where negated token are preceded by 'NOT_' prefix will be stored for each document.
+        negations = 1
+        
+        ;If named_entities==1, the occurring named entities will be stored in a list for each document.
+        named_entities = 1
+        ; ...
+        ```
+        ##### ConfigManager
+        **compling** provides the _ConfigManager_ class to make it easier for you to edit the _config.ini_ file and to help you handling the corpora processing .
+        
+        #### example of usage (compling)
+        You can see a short example of usage at [https://github.com/FrancescoPeriti/compling](https://github.com/FrancescoPeriti/compling). 
+        
+        See the [documentation](http://pycompling.altervista.org/) for more details.
+Platform: UNKNOWN
+Classifier: Programming Language :: Python :: 3
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Operating System :: OS Independent
+Requires-Python: >=3.6
+Description-Content-Type: text/markdown

README.md

+# compling
+#### Computational Linguistic with Python
+
+[![Build Status](https://travis-ci.org/joemccann/dillinger.svg?branch=master)](https://travis-ci.org/joemccann/dillinger)
+
+**compling** is a Python module that provides some **_Natural Language Processing_** and **_Computational Linguistics_** functionalities to work with human language data. It incorporates various _Data_ and _Text Mining_ features from other famous libraries (e.g. [spacy](https://pypi.org/project/spacy/), [nltk](https://pypi.org/project/nltk/), [sklearn](https://pypi.org/project/scikit-learn/), ...) in order to arrange a pipeline aimed at the analysis of corpora of _JSON_ documents.
+
+### Documentation
+ See documentation [here](http://pycompling.altervista.org/).
+
+### Installation
+You can install **compling** with:
+```sh
+$ pip install compling
+```
+**compling** requires:
++ _Python_ (>= 3.6)
++ _numpy_
++ _spacy_
++ _nltk_
++ _gensim_
++ _tqdm_
++ _unicodedata2_
++ _unidecode_
++ configparser_
++ _vaderSentiment_
++ _wordcloud_
+
+You also need to download:
+* a ++_spacy language model_++ <br/>
+See [here](https://spacy.io/models) the available models. You can choose based on the language of your corpus documents. 
+By default, **complig** expects you to download _sm_ models. You can still choose to download larger models, but remember to edit the [_confg.ini_](#config.ini) file, so it can work properly.
+
+    _Example_ <br/>
+    Let's assume the language of your documents is _English_. 
+    You could download the _spacy small english model_:
+    ```sh
+    python -m spacy download en_core_web_sm
+    ```
+* some ++_nltk functionalities_++: <br/>
+    * _stopwords_
+        ```sh
+        $ python -m nltk.downloader stopwords
+        ```
+    * _punkt_
+        ```sh
+        $ python -m nltk.downloader punkt
+        ```
+### config.ini
+The functionalities offered by **compling** may require a large variety of parameters. To facilitate their use, default values are provided for some parameters:
+- some can be changed in the function invocation. Many functions provide optional parameters;
+- others are stored in the ++_config.ini_++ file.
+  This file configures the processing of your corpora. It contains the values of some special parameters. 
+  (e.g. _the language of documents in your corpus._)
+
+You can see a preview below:
+```ini
+[Corpus]
+;The language of documents in your corpus.
+language = english
+
+;Documents in your corpus store their text in this key.
+text_key = text
+
+;Documents in your corpus store their date values as string in this format.
+;For a complete list of formatting directives, see: https://docs.python.org/3/library/datetime.html#strftime-strptime-behavior.
+date_format = %d/%m/%Y
+
+;The size of spacy model you want it to be used in the text processing
+spacy_model_size = md
+
+[Document_record]
+;Document records metadata:
+
+;If lower==1, A lowercase version will be stored for each document.
+lower = 0
+
+;If lemma==1, A version with tokens replace by their lemma will be stored for each document.
+lemma = 0
+
+;If stem==1, A version with tokens replace by their stem will be stored for each document.
+stem = 0
+
+;If negations==1, A version where negated token are preceded by 'NOT_' prefix will be stored for each document.
+negations = 1
+
+;If named_entities==1, the occurring named entities will be stored in a list for each document.
+named_entities = 1
+; ...
+```
+##### ConfigManager
+**compling** provides the _ConfigManager_ class to make it easier for you to edit the _config.ini_ file and to help you handling the corpora processing .
+
+#### example of usage (compling)
+You can see a short example of usage at [https://github.com/FrancescoPeriti/compling](https://github.com/FrancescoPeriti/compling). 
+
+See the [documentation](http://pycompling.altervista.org/) for more details.

setup.cfg

+[egg_info]
+tag_build = 
+tag_date = 0
+

setup.py

+import subprocess
+import setuptools
+from setuptools.command.install import install
+
+# -* dependencies *-
+__install_requires__ = ['pandas', 'sklearn', 'matplotlib', 'numpy', 'spacy', 'nltk', 'tqdm',
+                        'unicodedata2', 'gensim', 'configparser', 'vaderSentiment', 'unidecode',
+                        'wordcloud']
+
+
+# -* nltk.punkt, nltk.stopwords *-
+class Install(install):
+    def run(self):
+        install.run(self)
+
+        # install nltk punkt, stopwords
+        for sub_module in ('punkt', 'stopwords'):
+            cmd = ["python", "-m", "nltk.downloader", sub_module]
+            with subprocess.Popen(cmd, stdout=subprocess.PIPE) as proc:
+                print(proc.stdout.read())
+
+
+# -* sample corpus: vatican publication *-
+def doc_iterator(path: str) -> str:
+    """Yields json documents."""
+    import os
+
+    for root, dirs, files in os.walk(path):
+        for file in files:
+            if file.endswith('.json'):
+                yield os.path.join(root, file)
+
+import pkg_resources
+__sample_docs__ = list(doc_iterator(pkg_resources.resource_filename('compling', 'example-corpus/vatican-publications')))
+__senti_lexicons__ = [pkg_resources.resource_filename('compling', 'senti-lexicons/sentix.csv'),
+                      pkg_resources.resource_filename('compling', 'senti-lexicons/fannix.csv')]
+
+# -* long description *-
+with open("README.md", "r") as fh:
+    __long_description__ = fh.read()
+
+setuptools.setup(
+    name="compling",
+    version="0.0.38",
+    author="Francesco Periti",
+    author_email="[e-mail]",
+    description="Computational Linguistic",
+    long_description=__long_description__,
+    long_description_content_type="text/markdown",
+    url="https://github.com/FrancescoPeriti/compling",
+    packages=setuptools.find_packages(),
+    package_data={'compling': ['config.ini', 'default_config.ini'] + __sample_docs__ + __senti_lexicons__},
+    cmdclass={'install': Install},
+    install_requires=__install_requires__,
+    setup_requires=['nltk', 'spacy'],
+    classifiers=[
+        "Programming Language :: Python :: 3",
+        "License :: OSI Approved :: MIT License",
+        "Operating System :: OS Independent",
+    ],
+    python_requires='>=3.6',
+)
+
+# python setup.py sdist bdist_wheel
+# python -m twine upload --repository pypi dist/* --skip-existing
+
+# dependency_links=[
+# 'https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.3.1/en_core_web_sm-2.3.1.tar.gz',
+# 'https://github.com/explosion/spacy-models/releases/download/it_core_news_sm-2.3.0/it_core_news_sm-2.3.0.tar.gz',
+# 'https://github.com/explosion/spacy-models/releases/download/es_core_news_sm-2.3.1/es_core_news_sm-2.3.1.tar.gz',
+# 'https://github.com/explosion/spacy-models/releases/download/pt_core_news_sm-2.3.0/pt_core_news_sm-2.3.0.tar.gz',
+# 'https://github.com/explosion/spacy-models/releases/download/fr_core_news_sm-2.3.0/fr_core_news_sm-2.3.0.tar.gz'
+# 'https://github.com/explosion/spacy-models/releases/download/zh_core_web_sm-2.3.1/zh_core_web_sm-2.3.1.tar.gz',
+# 'https://github.com/explosion/spacy-models/releases/download/da_core_news_sm-2.3.0/da_core_news_sm-2.3.0.tar.gz',
+# 'https://github.com/explosion/spacy-models/releases/download/nl_core_news_sm-2.3.0/nl_core_news_sm-2.3.0.tar.gz',
+# 'https://github.com/explosion/spacy-models/releases/download/de_core_news_sm-2.3.0/de_core_news_sm-2.3.0.tar.gz',
+# 'https://github.com/explosion/spacy-models/releases/download/el_core_news_sm-2.3.0/el_core_news_sm-2.3.0.tar.gz',
+# 'https://github.com/explosion/spacy-models/releases/download/ja_core_news_sm-2.3.2/ja_core_news_sm-2.3.2.tar.gz',
+# 'https://github.com/explosion/spacy-models/releases/download/lt_core_news_sm-2.3.0/lt_core_news_sm-2.3.0.tar.gz',
+# 'https://github.com/explosion/spacy-models/releases/download/nb_core_news_sm-2.3.0/nb_core_news_sm-2.3.0.tar.gz',
+# 'https://github.com/explosion/spacy-models/releases/download/pl_core_news_sm-2.3.0/pl_core_news_sm-2.3.0.tar.gz',
+# 'https://github.com/explosion/spacy-models/releases/download/ro_core_news_sm-2.3.1/ro_core_news_sm-2.3.1.tar.gz'
+# ],

METADATA

-Metadata-Version: 2.1
-Name: compling
-Version: 0.0.37
-Summary: Computational Linguistic
-Home-page: https://github.com/FrancescoPeriti/compling
-Author: Francesco Periti
-Author-email: [e-mail]
-License: UNKNOWN
-Platform: UNKNOWN
-Classifier: Programming Language :: Python :: 3
-Classifier: License :: OSI Approved :: MIT License
-Classifier: Operating System :: OS Independent
-Requires-Python: >=3.6
-Description-Content-Type: text/markdown
-Requires-Dist: pandas
-Requires-Dist: sklearn
-Requires-Dist: matplotlib
-Requires-Dist: numpy
-Requires-Dist: spacy
-Requires-Dist: nltk
-Requires-Dist: tqdm
-Requires-Dist: unicodedata2
-Requires-Dist: gensim
-Requires-Dist: configparser
-Requires-Dist: vaderSentiment
-Requires-Dist: unidecode
-Requires-Dist: wordcloud
-
-# compling
-#### Computational Linguistic with Python
-
-[![Build Status](https://travis-ci.org/joemccann/dillinger.svg?branch=master)](https://travis-ci.org/joemccann/dillinger)
-
-**compling** is a Python module that provides some **_Natural Language Processing_** and **_Computational Linguistics_** functionalities to work with human language data. It incorporates various _Data_ and _Text Mining_ features from other famous libraries (e.g. [spacy](https://pypi.org/project/spacy/), [nltk](https://pypi.org/project/nltk/), [sklearn](https://pypi.org/project/scikit-learn/), ...) in order to arrange a pipeline aimed at the analysis of corpora of _JSON_ documents.
-
-### Documentation
- See documentation [here](http://pycompling.altervista.org/).
-
-### Installation
-You can install **compling** with:
-```sh
-$ pip install compling
-```
-**compling** requires:
-+ _Python_ (>= 3.6)
-+ _numpy_
-+ _spacy_
-+ _nltk_
-+ _gensim_
-+ _tqdm_
-+ _unicodedata2_
-+ _unidecode_
-+ configparser_
-+ _vaderSentiment_
-+ _wordcloud_
-
-You also need to download:
-* a ++_spacy language model_++ <br/>
-See [here](https://spacy.io/models) the available models. You can choose based on the language of your corpus documents. 
-By default, **complig** expects you to download _sm_ models. You can still choose to download larger models, but remember to edit the [_confg.ini_](#config.ini) file, so it can work properly.
-
-    _Example_ <br/>
-    Let's assume the language of your documents is _English_. 
-    You could download the _spacy small english model_:
-    ```sh
-    python -m spacy download en_core_web_sm
-    ```
-* some ++_nltk functionalities_++: <br/>
-    * _stopwords_
-        ```sh
-        $ python -m nltk.downloader stopwords
-        ```
-    * _punkt_
-        ```sh
-        $ python -m nltk.downloader punkt
-        ```
-### config.ini
-The functionalities offered by **compling** may require a large variety of parameters. To facilitate their use, default values are provided for some parameters:
-- some can be changed in the function invocation. Many functions provide optional parameters;
-- others are stored in the ++_config.ini_++ file.
-  This file configures the processing of your corpora. It contains the values of some special parameters. 
-  (e.g. _the language of documents in your corpus._)
-
-You can see a preview below:
-```ini
-[Corpus]
-;The language of documents in your corpus.
-language = english
-
-;Documents in your corpus store their text in this key.
-text_key = text
-
-;Documents in your corpus store their date values as string in this format.
-;For a complete list of formatting directives, see: https://docs.python.org/3/library/datetime.html#strftime-strptime-behavior.
-date_format = %d/%m/%Y
-
-;The size of spacy model you want it to be used in the text processing
-spacy_model_size = md
-
-[Document_record]
-;Document records metadata:
-
-;If lower==1, A lowercase version will be stored for each document.
-lower = 0
-
-;If lemma==1, A version with tokens replace by their lemma will be stored for each document.
-lemma = 0
-
-;If stem==1, A version with tokens replace by their stem will be stored for each document.
-stem = 0
-
-;If negations==1, A version where negated token are preceded by 'NOT_' prefix will be stored for each document.
-negations = 1
-
-;If named_entities==1, the occurring named entities will be stored in a list for each document.
-named_entities = 1
-; ...
-```
-##### ConfigManager
-**compling** provides the _ConfigManager_ class to make it easier for you to edit the _config.ini_ file and to help you handling the corpora processing .
-
-#### example of usage (compling)
-You can see a short example of usage at [https://github.com/FrancescoPeriti/compling](https://github.com/FrancescoPeriti/compling). 
-
-See the [documentation](http://pycompling.altervista.org/) for more details.
-

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