43 results found Sort:

piskvorky
gensim piskvorky
4.4k
15.3k
lgpl-2.1
433
Topic Modelling for Humans
nlp gensim python fasttext word2vec data-mining data-science neural-network topic-modeling word-embeddings word-similarity machine-learning document-similarity information-retrieval natural-language-processing
Created 2011-02-10
4,516 commits to develop branch, last one 13 days ago
dipanjanS
text-analytics-with-python dipanjanS
834
1.6k
apache-2.0
120
Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text ...
nltk spacy gensim python pattern semantic sentiment clustering scikit-learn stanford-nlp text-analytics natural-language sentiment-analysis text-summarization text-classification natural-language-processing
Created 2016-09-25
67 commits to master branch, last one 3 years ago
plasticityai
magnitude plasticityai
118
1.6k
mit
38
A fast, efficient universal vector embedding utility package.
nlp fast glove gensim python vectors fasttext word2vec embeddings word-embeddings machine-learning memory-efficient machine-learning-library natural-language-processing
Created 2018-02-24
350 commits to master branch, last one 3 years ago
explosion
sense2vec explosion
238
1.6k
mit
49
🦆 Contextually-keyed word vectors
nlp spacy gensim python word2vec sense2vec gensim-word2vec machine-learning natural-language-processing
Created 2016-01-23
460 commits to master branch, last one about a year ago
msgi
nlp-journey msgi
380
1.6k
apache-2.0
62
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Tran...
crf lda ner svm bert elmo keras gensim fasttext word2vec attention embedding similarity tensorflow classification
Created 2019-04-22
36 commits to master branch, last one 6 months ago
kavgan
nlp-in-practice kavgan
782
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
piskvorky
gensim-data piskvorky
127
953
lgpl-2.1
39
Data repository for pretrained NLP models and NLP corpora.
gensim corpora dataset lda-model lsi-model glove-model word2vec-model pretrained-models
Created 2017-10-13
75 commits to master branch, last one 6 years ago
oborchers
Fast_Sentence_Embeddings oborchers
83
612
gpl-3.0
12
Compute Sentence Embeddings Fast!
fse sif swem usif cython gensim fasttext embeddings maxpooling gensim-model wordembedding word2vec-model document-similarity sentence-embeddings sentence-similarity sentence-representation
Created 2019-06-06
168 commits to master branch, last one 2 years ago
zake7749
word2vec-tutorial zake7749
167
507
mit
19
中文詞向量訓練教學
gensim word2vec
Created 2016-08-26
26 commits to master branch, last one about a year ago
ThoughtRiver
lmdb-embeddings ThoughtRiver
30
414
gpl-3.0
19
Fast word vectors with little memory usage in Python
lmdb text word glove speed gensim memory vectors fasttext word2vec magnitude embeddings
Created 2018-09-03
61 commits to master branch, last one 3 years ago
bakrianoo
aravec bakrianoo
77
378
unknown
32
AraVec is a pre-trained distributed word representation (word embedding) open source project which aims to provide the Arabic NLP research community with free to use and powerful word embedding models...
nlp arabic gensim word2vec text-mining embedded-models
Created 2017-09-10
42 commits to master branch, last one 3 years ago
AICoE
log-anomaly-detector AICoE
129
304
gpl-3.0
21
Log Anomaly Detection - Machine learning to detect abnormal events logs
log som aiops gensim word2vec kubernetes anomaly-detection stream-processing artificial-intelligence machine-learning-algorithms
This repository has been archived (exclude archived)
Created 2018-09-13
465 commits to master branch, last one 4 years ago
benedekrozemberczki
GEMSEC benedekrozemberczki
49
251
gpl-3.0
15
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
m-nmf deezer gemsec gensim deepwalk facebook node2vec word2vec embedding clustering tensorflow neural-network graph-embedding machine-learning network-embedding community-detection matrix-factorization unsupervised-learning implicit-factorization semisupervised-learning
Created 2018-01-23
157 commits to master branch, last one about a year ago
davidberenstein1957
concise-concepts davidberenstein1957
15
241
mit
7
This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with entity scoring.
ner nlp spacy gensim hacktoberfest machine-learning few-shot-classifcation natural-language-processing
Created 2022-03-13
107 commits to main branch, last one 11 months ago
devmount
GermanWordEmbeddings devmount
50
233
mit
12
Toolkit to obtain and preprocess German text corpora, train models and evaluate them with generated testsets. Built with Gensim and Tensorflow.
nlp model gensim training word2vec evaluation deep-learning neural-network german-language word-embeddings deep-neural-networks natural-language-processing
Created 2015-05-22
179 commits to master branch, last one 16 days ago
benedekrozemberczki
Splitter benedekrozemberczki
44
209
gpl-3.0
11
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
gensim pytorch deepwalk node2vec word2vec clustering word-vector deep-learning ego-splitting factorization node-embedding graph-embedding machine-learning network-embedding community-detection deep-neural-network graph-neural-network implicit-factorization graph-representation-learning overlapping-community-detection
Created 2019-03-17
126 commits to master branch, last one 12 months ago
akutuzov
webvectors akutuzov
49
194
gpl-3.0
12
Web-ify your word2vec: framework to serve distributional semantic models online
flask gensim web-app word2vec embedding-models distributional-semantics
Created 2015-10-24
409 commits to master branch, last one 13 days ago
benedekrozemberczki
role2vec benedekrozemberczki
38
165
gpl-3.0
12
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
gensim pytorch sklearn deepwalk node2vec research word2vec struc2vec tensorflow deep-learning graph-wavelet node-embedding graph-embedding network-science machine-learning network-embedding weisfeiler-lehman graph-neural-network implicit-factorization representation-learning
Created 2019-01-27
119 commits to master branch, last one about a year ago
platisd
duplicate-code-detection-tool platisd
31
152
mit
4
A simple Python3 tool to detect similarities between files within a repository
nlp gensim code-duplication
Created 2018-11-11
67 commits to master branch, last one 7 months ago
benedekrozemberczki
MUSAE benedekrozemberczki
22
151
gpl-3.0
5
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
aane asne tadw musae asonam gemsec gensim deepwalk node2vec walklets word2vec embedding deep-learning node-embedding graph-embedding network-analysis network-embedding attributed-embedding graph-neural-network implicit-factorization
Created 2019-04-17
182 commits to master branch, last one about a year ago
benedekrozemberczki
diff2vec benedekrozemberczki
20
120
gpl-3.0
6
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
gensim deepwalk diff2vec node2vec diffusion embedding struc2vec embeddings tensorflow deep-learning factorization neural-network node-embedding graph-embedding complex-networks machine-learning network-embedding unsupervised-learning implicit-factorization semisupervised-learning
Created 2017-10-13
131 commits to master branch, last one about a year ago
ibrahimsharaf
doc2vec ibrahimsharaf
43
104
mit
9
:notebook: Long(er) text representation and classification using Doc2Vec embeddings
gensim doc2vec scikit-learn sentiment-analysis text-classification nlp-machine-learning
Created 2017-03-07
29 commits to master branch, last one 3 years ago
alisonmitchell
Stock-Prediction alisonmitchell
25
102
unknown
5
Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news article sentiment collected using APIs and web scraping.
nlp bert nltk numpy scipy spacy gensim pandas plotly python seaborn textblob yfinance matplotlib mplfinance huggingface scikit-learn beautifulsoup keras-tensorflow machine-learning
Created 2021-02-25
44 commits to main branch, last one 5 months ago
benedekrozemberczki
walklets benedekrozemberczki
22
101
gpl-3.0
9
A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
gensim walklet deepwalk graphlet node2vec word2vec embedding multiscale graph-mining deep-learning dont-walk-skip node-embedding word-embedding edge-prediction graph-embedding machine-learning graph-convolution node-classification graph-neural-networks dimensionality-reduction
Created 2018-08-09
97 commits to master branch, last one about a year ago
roboreport
doc2vec-api roboreport
37
92
lgpl-2.1
26
document embedding and machine learning script for beginners
gensim chatbot doc2vec word2vec dialogflow doc2vec-api deep-learning machine-learning natural-language-processing
Created 2016-12-14
48 commits to master branch, last one about a year ago
philipperemy
japanese-words-to-vectors philipperemy
19
82
unknown
4
Word2vec (word to vectors) approach for Japanese language using Gensim and Mecab.
corpus gensim japanese word2vec wikipedia japanese-language word2vec-algorithm
Created 2016-09-04
40 commits to master branch, last one 3 years ago
apachecn
gensim-doc-zh apachecn
26
82
gpl-3.0
8
gensim 中文文档
gensim
Created 2018-09-28
36 commits to master branch, last one 3 years ago
aniass
Product-Categorization-NLP aniass
26
79
unknown
3
Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).
nltk gensim pandas python doc2vec word2vec distilbert transformers data-analysis doc2vec-model mlp-classifier topic-modeling text-classification cnn-text-classification huggingface-transformers
Created 2019-11-09
79 commits to master branch, last one 6 months ago
ansegura7
NLP ansegura7
15
79
mit
3
Free hands-on course with the implementation (in Python) and description of several Natural Language Processing (NLP) algorithms and techniques, on several modern platforms and libraries.
nlp spacy gensim python stanza word2vec wordcloud spellchecker text-processing stanford-corenlp
Created 2019-06-04
79 commits to main branch, last one 7 months ago
benedekrozemberczki
SINE benedekrozemberczki
18
71
gpl-3.0
9
A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).
aane asne tadw torch gensim grarep pytorch sklearn deepwalk networkx node2vec walklets tensorflow deep-learning node-embedding graph-embedding machine-learning network-embedding unsupervised-learning dimensionality-reduction
Created 2019-01-07
92 commits to master branch, last one about a year ago