NLP with Python:Scikit LearnNLTKSpacyGensimTextblob等源码

inevitable86035 6 0 ZIP 2021-02-21 10:02:53

使用Python的NLP Scikit-Learn,NLTK,Spacy,Gensim,Textblob等

文件列表

NLP-with-Python-master.zip (预估有个83文件)

NLP-with-Python-master

Fuzzy String Matching.ipynb 39KB

NER 500newsgoldstandard.ipynb 458KB

LDA.ipynb 4KB

TextBlob Yelp Reviews.ipynb 130KB

Topic Modeling for Data Preprocessing.ipynb 367KB

Advanced NLP Tasks with NLTK.ipynb 2KB

Dedupe.ipynb 23KB

Bayesian_Inference.ipynb 56KB

helper.py 192B

Rank_metrics.ipynb 22KB

Toxic Comments LSTM GloVe.ipynb 90KB

Flair Practice.ipynb 46KB

LIME_SHAP_StackOverflow.ipynb 4.98MB

images

embedding.png 28KB

bidirectional.png 47KB

rnn.png 22KB

brown-universal.txt 11.15MB

NER_NLTK_Spacy.ipynb 147KB

Quora Topic Modeling_scikit learn_NMF.ipynb 168KB

HMM Tagger.ipynb 51KB

Search relevance.ipynb 275KB

room_type.csv 7KB

Working with Text.ipynb 7KB

EDA and visualization for Text Data.ipynb 24.53MB

Topic Modeling.ipynb 3KB

data

small_vocab_en 8.66MB

Seattle_Hotels_Duplicates.csv 12KB

comment_backToWork.csv 626KB

ner_dataset.csv 14.5MB

quora_sample.csv 678KB

small_vocab_fr 9.67MB

Seattle_Hotels_dirty.csv 156KB

title_conference.csv 184KB

corona_fake.csv 4.29MB

comment_on_plan.csv 208KB

fake_news_COVID.ipynb 10.98MB

Named Entity Recognition using LSTMs with Keras.ipynb 61KB

Word2vec_xgboost.ipynb 41KB

Xgboost_bow_tfidf.ipynb 31KB

Text Processing_Udacity Practice.ipynb 69KB

Fake news classifier TensorFlow 2.0.ipynb 33KB

Fake_News_LogReg.ipynb 12KB

Comment_backToWork.ipynb 1.19MB

Doc2Vec Consumer Complaint.ipynb 83KB

Text Classification Workshop.ipynb 501KB

Quora Topic Modeling_scikit learn_LDA.ipynb 3.69MB

Basic NLP Tasks with NLTK.ipynb 8KB

HMM warmup (optional).ipynb 35KB

helpers.py 5KB

Multi-Class Text Classification LSTM Consumer complaints.ipynb 5.76MB

Hotel Description Generation LSTM.ipynb 18KB

Latent Semantic Analysis_reviews.ipynb 51KB

sentiment_analysis.ipynb 171KB

NER_sklearn.ipynb 512KB

machine_translation.ipynb 48KB

Sentiment Analysis with RNN.ipynb 11KB

Hidden Markov Models for POS.ipynb 22KB

Text_Classification_With_BERT.ipynb 50KB

HMM Tagger.html 351KB

text_processing.ipynb 73KB

Automatically Summarize Trump's State of the Union Address.ipynb 56KB

Attention Basics.ipynb 45KB

Deciphering Code with Character-Level RNN.ipynb 19KB

project_tests.py 4KB

LDA_news_headlines.ipynb 30KB

speak.txt 34KB

Doc2Vec Consumer Complaint_3.ipynb 72KB

Query Wellformedness.ipynb 218KB

Web scraping Hilton Hawaiian Village TripAdvisor Reviews.py 6KB

BOW_TFIDF_Xgboost_update.ipynb 31KB

README.md 71B

Quora_bow_tfidf_randomforest.ipynb 39KB

Cleaning Text.ipynb 5KB

tags-universal.txt 47B

AutoDetect_COVID_FakeNews.ipynb 6.09MB

Text Classification model selection.ipynb 61KB

Avito Duplicate Ads Detection.ipynb 32KB

machine_translation.html 337KB

Amazon Reviews.ipynb 23KB

ColumnTransformer Meets NLP.ipynb 85KB

Working with Text Data in Pandas.ipynb 16KB

Sklearn_20newsgroups.ipynb 13KB

Vaccine press conference.ipynb 4.02MB

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NLP with Python:Scikit LearnNLTKSpacyGensimTextblob等 源码

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NLP with Python:Scikit LearnNLTKSpacyGensimTextblob等源码