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GitHub / blueprints-for-text-analytics-python / blueprints-text

Jupyter notebooks for our O'Reilly book "Blueprints for Text Analysis Using Python"

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/blueprints-for-text-analytics-python%2Fblueprints-text

Stars: 235
Forks: 135
Open Issues: 6

License: apache-2.0
Language: Jupyter Notebook
Repo Size: 164 MB
Dependencies: 39

Created: over 3 years ago
Updated: 15 days ago
Last pushed: 28 days ago
Last synced: 10 days ago

Topics: machine-learning, natural-language-processing, python, text-mining

Files

Readme

Dependencies

ch01/requirements.txt pypi

textacy *

ch02/requirements.txt pypi

tweepy ==3.9.0
wikipedia-api >=0.5.4

ch03/requirements.txt pypi

ch04/requirements.txt pypi

fasttext *
spacy ==2.3.2
textacy ==0.10.1

ch05/requirements.txt pypi

spacy *

ch06/requirements.txt pypi

scikit-learn >=0.23.2

ch07/requirements.txt pypi

ch08/requirements.txt pypi

gensim >3.7
pyLDAvis *

ch09/requirements.txt pypi

rouge_score ==0.0.4
scikit-learn >=0.23.2
spacy ==2.3.2
sumy ==0.8.1
textacy ==0.10.1
textdistance ==4.2.0
wikipedia-api >=0.5.4

ch10/requirements.txt pypi

gensim >=3.8.3
plotly >=4.8.2
pydot *
umap-learn *

ch11/requirements.txt pypi

scikit-learn >=0.23.2
spacy ==2.3.2
textacy ==0.10.1
transformers ==3.5.1

ch12/requirements.txt pypi

spacy ==2.3.2
sparqlwrapper *
textacy ==0.10.1

ch13/Dockerfile docker

continuumio/miniconda3 latest build

ch13/app/Dockerfile docker

continuumio/miniconda3 latest build

ch01/setup.py pypi

ch02/setup.py pypi

ch03/setup.py pypi

ch04/setup.py pypi

ch05/setup.py pypi

ch06/setup.py pypi

ch07/setup.py pypi

ch08/setup.py pypi

ch09/setup.py pypi

ch10/setup.py pypi

ch11/setup.py pypi

ch12/setup.py pypi

ch13/app/environment.yml pypi

ch13/environment.yml pypi