34 results found Sort:

kavgan
nlp-in-practice kavgan
783
1.1k
unknown
51
Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre...
nlp gensim tf-idf word2vec text-mining machine-learning text-classification natural-language-processing
Created 2018-01-28
120 commits to master branch, last one 3 years ago
MaartenGr
PolyFuzz MaartenGr
67
721
mit
13
Fuzzy string matching, grouping, and evaluation.
bert tf-idf embeddings edit-distance string-matching levenshtein-distance
Created 2020-11-21
26 commits to master branch, last one 3 months ago
klaudiosinani
moviebox klaudiosinani
55
524
mit
22
Machine learning movie recommending system
movie tf-idf machine learning recommender unsupervised
Created 2018-01-23
96 commits to master branch, last one 4 years ago
james-bowman
nlp james-bowman
45
435
mit
23
Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang
go lda lsa lsh lsi nlp svd golang tf-idf simhash feature-hash random-indexing machine-learning random-projections latent-semantic-analysis latent-semantic-indexing locality-sensitive-hashing latent-dirichlet-allocation natural-language-processing singular-value-decomposition
Created 2017-03-15
145 commits to master branch, last one 3 years ago
jmartinezheras
2018-MachineLearning-Lectures-ESA jmartinezheras
142
348
unknown
31
Machine Learning Lectures at the European Space Agency (ESA) in 2018
pca tf-idf lectures clustering text-mining deep-learning random-forest decision-trees lecture-slides lecture-videos neural-network topic-modeling machinelearning lecture-material machine-learning anomaly-detection linear-regression support-vector-machines
Created 2018-06-25
55 commits to master branch, last one 9 months ago
artitw
text2text artitw
33
277
other
10
Text2Text: Crosslingual NLP/G toolkit
llm nlp search tf-idf chatgpt tokenizer embeddings translator transformers cross-lingual multi-lingual summarization backtranslation data-augmentation question-answering question-generation levenshtein-distance information-retrieval natural-language-generation natural-language-processing
Created 2020-03-01
205 commits to master branch, last one 4 months ago
vunb
vntk vunb
61
212
mit
22
Vietnamese NLP Toolkit for Node
tf-idf vietnamese pos-tagging vietnamese-nlp vietnamese-tokenizer language-identification named-entity-recognition natural-language-processing vietnamese-text-classification
Created 2016-09-01
140 commits to master branch, last one 4 months ago
cadmiumcr
cadmium cadmiumcr
16
202
mit
11
Natural Language Processing (NLP) library for Crystal
nlp tries shards tf-idf crystal stemmer wordnet inflector phonetics readability crystal-lang transliterator string-distance crystal-language sentiment-analysis
Created 2018-03-11
170 commits to master branch, last one 4 years ago
textvec
textvec textvec
25
193
mit
8
Text vectorization tool to outperform TFIDF for classification tasks
nlp python tf-idf text-analysis text-processing machine-learning text-classification natural-language-processing
Created 2018-04-12
74 commits to master branch, last one 5 months ago
milaan9
Python_Natural_Language_Processing milaan9
173
190
mit
2
This repository consists of a complete guide on natural language processing (NLP) in Python where we'll learn various techniques for implementing NLP including parsing & text processing and understand...
nlp tf-idf stemming stopwords bag-of-words tokenization lemmatization termfrequency tutor-milaan9 ipython-notebook python4everybody python4datascience partofspeech-tagger vocabulary-matching sentence-segmentation inversedocumentfrequency named-entity-recognition
Created 2021-11-08
19 commits to main branch, last one about a year ago
iresearch-toolkit
iresearch iresearch-toolkit
24
181
other
10
IResearch is a cross-platform, high-performance search analytics library written entirely in C++ with the focus on a pluggability of different ranking/similarity models
bm25 tf-idf ranking analytics search-engine relevant-search
This repository has been archived (exclude archived)
Created 2016-10-21
3,023 commits to master branch, last one about a month ago
davidsbatista
Snowball davidsbatista
40
176
gpl-3.0
8
Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravano, 2000)
nlp tf-idf bootstrapping information-extraction relationship-extraction semi-supervised-learning
Created 2015-09-05
83 commits to master branch, last one about a month ago
AmenRa
retriv AmenRa
18
167
mit
8
A Python Search Engine for Humans 🥸
bm25 numba search tf-idf search-engine dense-retrieval semantic-search hybrid-retrieval sparse-retrieval information-retrieval search-engine-optimization
Created 2022-11-16
44 commits to main branch, last one 7 months ago
adobe
stringlifier adobe
20
160
apache-2.0
15
Stringlifier is on Opensource ML Library for detecting random strings in raw text. It can be used in sanitising logs, detecting accidentally exposed credentials and as a pre-processing step in unsuper...
api tf-idf python3 pytorch analysis raw-text clustering classification machine-learning convolutional-networks long-short-term-memory unsupervised-machine-learning
Created 2020-06-26
52 commits to main branch, last one 3 years ago
husseinmozannar
SOQAL husseinmozannar
34
157
mit
13
Arabic Open Domain Question Answering System using Neural Reading Comprehension
nlp arabic tf-idf arabic-nlp deep-learning arabic-language question-answering reading-comprehension
Created 2019-05-30
28 commits to master branch, last one 10 months ago
rth
vtext rth
11
147
apache-2.0
5
Simple NLP in Rust with Python bindings
nlp tf-idf bag-of-words tokenization information-retrieval
Created 2018-11-05
143 commits to main branch, last one 4 years ago
jingpeicomp
product-category-predict jingpeicomp
64
136
unknown
2
商品类目预测，使用 Spring Boot 开发框架和 Spark MLlib 机器学习框架，通过 TF-IDF 和 Bayes 算法，训练出一个商品类目预测模型。该模型可以根据商品名称自动预测出商品类目。项目对外提供 RESTFul 接口。
bayes spark tf-idf springboot spark-mllib machine-learning category-classification machine-learning-algorithms
Created 2018-12-04
15 commits to master branch, last one 4 years ago
MaartenGr
soan MaartenGr
67
134
mit
8
Social Analysis based on Whatsapp data
nlp soan tf-idf whatsapp wordcloud word-cloud whatsapp-analysis sentiment-analysis whatsapp-statistics
Created 2018-10-17
26 commits to master branch, last one 3 years ago
haroldadmin
lucilla haroldadmin
3
126
mit
3
Fast, efficient, in-memory Full Text Search for Kotlin
trie kotlin tf-idf full-text-search
Created 2022-01-23
17 commits to main branch, last one 2 years ago
ianscottknight
Predicting-Myers-Briggs-Type-Indicator-with-Recurrent-Neural-Networks ianscottknight
39
109
unknown
6
This repository has no description...
nlp rnn mbti keras trump tf-idf myers-briggs social-media textual-data trump-tweets lemmatization classification machine-learning mbti-personality personality-traits predictive-modeling nlp-machine-learning keras-neural-networks recurrent-neural-networks
Created 2018-06-23
23 commits to master branch, last one 3 years ago
RubixML
Sentiment RubixML
13
103
mit
6
An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.
php imdb php-ml tf-idf dataset tutorial deep-learning neural-network text-sentiment backpropagation example-project gradient-descent machine-learning sentiment-analysis text-classification php-machine-learning multi-layer-perceptron sentiment-classification machine-learning-tutorial natural-language-processing
Created 2018-12-09
57 commits to master branch, last one about a year ago
Nikolay-Lysenko
readingbricks Nikolay-Lysenko
11
89
mit
9
A structured collection of notes (mostly, on machine learning) and a Flask app for reading and searching them.
tf-idf theory zettelkasten lecture-notes search-engine knowledge-base
Created 2017-11-11
392 commits to master branch, last one about a month ago
brunoarine
org-similarity brunoarine
12
84
gpl-3.0
4
Emacs package that helps org-mode users (re)discover similar documents
bm25 elisp emacs python tf-idf org-mode org-roam similarity-search semantic-similarity
Created 2020-11-26
130 commits to main branch, last one 4 months ago
aeturrell
occupationcoder aeturrell
23
71
other
8
Given a job title and job description, the algorithm assigns a standard occupational classification (SOC) code to the job.
soc jobs python tf-idf economics vacancies text-analysis
Created 2017-11-08
98 commits to package branch, last one about a year ago
mideind
GreynirServer mideind
17
65
gpl-3.0
13
The greynir.is Icelandic natural language processing API and website.
nlp earley parser python tf-idf grammar icelandic tokenizer parse-trees parse-forests icelandic-language icelandic-news-sites information-extraction natural-language-queries natural-language-processing
Created 2015-05-06
3,401 commits to master branch, last one about a month ago
dayyass
text-classification-baseline dayyass
4
63
mit
2
Pipeline for fast building text classification TF-IDF + LogReg baselines.
nlp fast text python tf-idf baseline data-science hacktoberfest classification machine-learning logistic-regression text-classification natural-language-processing
Created 2021-07-27
280 commits to main branch, last one 2 years ago
isaacmg
fb_scraper isaacmg
21
63
apache-2.0
8
FBLYZE is a Facebook scraping system and analysis system.
flink kafka spark tf-idf extract-data facebook-scraper
Created 2016-12-21
233 commits to master branch, last one 5 years ago
datasciencecampus
pygrams datasciencecampus
23
61
other
4
Extracts key terminology (n-grams) from any large collection of documents (>1000) and forecasts emergence
nlp nltk python tf-idf patents dsc-projects scikit-learn emergence-calculations natural-language-processing
Created 2018-08-20
728 commits to develop branch, last one 2 years ago
NISH1001
tag-generator NISH1001
12
54
mit
7
A simple tool to generate tags for the given text (document) using TF-IDF.
nlp tfidf tf-idf tagging
Created 2017-02-22
21 commits to master branch, last one 3 years ago
nicholaskajoh
devsearch nicholaskajoh
14
54
unknown
6
A web search engine built with Python which uses TF-IDF and PageRank to sort search results.
flask python scrapy search spider tf-idf crawler mongodb pagerank search-engine
Created 2018-06-03
30 commits to master branch, last one 3 years ago