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gensim

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gensim

RaRe-Technologies / gensim

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word2vec doc-comment example of KeyedVectors usage broken

6

gojomo commented Nov 5, 2019

The usage example in the word2vec.py doc-comment regarding KeyedVectors uses inconsistent paths and thus doesn't work.

https://github.com/RaRe-Technologies/gensim/blob/e859c11f6f57bf3c883a718a9ab7067ac0c2d4cf/gensim/models/word2vec.py#L73

https://github.com/RaRe-Technologies/gensim/blob/e859c11f6f57bf3c883a718a9ab7067ac0c2d4cf/gensim/models/word2vec.py#L76

If vectors were saved to a tm

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documentation easy good first issue

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WikiCorpus.filter_wiki/remove_markup don't remove heading-markup

8

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min_similarity & max_distance does not work in levsim

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plasticityai / magnitude

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A fast, efficient universal vector embedding utility package.

python nlp fast machine-learning natural-language-processing word2vec word-embeddings embeddings gensim machine-learning-library glove vectors fasttext memory-efficient

Updated Jul 17, 2020
Python

msgi / nlp-journey

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Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

tensorflow svm word2vec crf keras similarity classification attention gensim lda fasttext ner embedding bert elmo

Updated Aug 6, 2020
Python

explosion / sense2vec

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🦆 Contextually-keyed word vectors

python nlp machine-learning natural-language-processing word2vec spacy gensim sense2vec gensim-word2vec

Updated May 29, 2020
Python

dipanjanS / text-analytics-with-python

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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 Analytics with Python" published by Apress/Springer.

python semantic natural-language-processing sentiment-analysis text-classification clustering pattern natural-language scikit-learn sentiment spacy nltk text-summarization gensim stanford-nlp text-analytics

Updated Oct 5, 2019
Python

nlp-in-practice

kavgan / nlp-in-practice

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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-trained embeddings and more.

nlp count machine-learning natural-language-processing text-mining practice article text-classification word2vec gensim tf-idf

Updated Apr 22, 2020
Jupyter Notebook

RaRe-Technologies / gensim-data

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Data repository for pretrained NLP models and NLP corpora.

dataset gensim corpora pretrained-models word2vec-model lda-model lsi-model glove-model

Updated Mar 16, 2018
Python

zake7749 / word2vec-tutorial

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中文詞向量訓練教學

word2vec gensim

Updated Jan 12, 2018
Python

ThoughtRiver / lmdb-embeddings

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Fast word vectors with little memory usage in Python

memory text word word2vec lmdb embeddings speed gensim glove vectors fasttext magnitude

Updated Feb 24, 2020
Python

oborchers / Fast_Sentence_Embeddings

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Compute Sentence Embeddings Fast!

cython embeddings gensim fse fasttext word2vec-model maxpooling document-similarity wordembedding sif sentence-similarity sentence-embeddings sentence-representation usif gensim-model swem

Updated Aug 5, 2020
Python

5hirish / adam_qas

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ADAM - A Question Answering System. Inspired from IBM Watson

python elasticsearch natural-language-processing wikipedia scikit-learn pandas spacy question-answering gensim adam spacy-extension

Updated Feb 6, 2020
Python

bakrianoo / aravec

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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 text-mining word2vec gensim arabic embedded-models

Updated Jul 22, 2020
Jupyter Notebook

giacbrd / ShallowLearn

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An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

machine-learning text-mining neural-network text-classification word2vec scikit-learn word-embeddings supervised-learning gensim fasttext online-learning shallow-learning

Updated Aug 8, 2017
Python

GEMSEC

benedekrozemberczki / GEMSEC

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The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

machine-learning facebook neural-network clustering tensorflow word2vec community-detection deezer deepwalk matrix-factorization gensim unsupervised-learning embedding network-embedding node2vec graph-embedding gemsec implicit-factorization semisupervised-learning m-nmf

Updated May 31, 2020
Python

devmount / GermanWordEmbeddings

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Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets

nlp training natural-language-processing deep-neural-networks deep-learning neural-network model word2vec word-embeddings evaluation gensim german-language

Updated Jan 29, 2020
Jupyter Notebook

Splitter

benedekrozemberczki / Splitter

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A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).

machine-learning deep-learning clustering word2vec community-detection pytorch deepwalk gensim factorization network-embedding node2vec graph-embedding overlapping-community-detection deep-neural-network graph-representation-learning node-embedding implicit-factorization graph-neural-network ego-splitting word-vector

Updated Apr 1, 2020
Python

webvectors

akutuzov / webvectors

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Web-ify your word2vec: framework to serve distributional semantic models online

flask web-app word2vec gensim distributional-semantics embedding-models

Updated May 12, 2020
Python

PrashantRanjan09 / WordEmbeddings-Elmo-Fasttext-Word2Vec

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Using pre trained word embeddings (Fasttext, Word2Vec)

nlp word2vec classification gensim glove fair fasttext ai2 wordembedding wordembeddings glove-embeddings gensim-word2vec elmo-8 allennlp fasttext-python

Updated Jun 19, 2018
Python

AICoE / log-anomaly-detector

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Add log source and prediction sink for S3

zak-hassan-hs commented Oct 10, 2019

Is your feature request related to a problem? Please describe.
Users may want to get logs from S3 instead of elasticsearch. We should be able to support that.

Describe the solution you'd like
You can use the boto3 library to download files.
This package is already included in dependencies.

Is your feature request related to a problem? Please describe.
When we get predictions

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good first issue hacktoberfest

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Create Slack Chatbot Sink for predictions

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Write predictions to Redis Cache

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role2vec

benedekrozemberczki / role2vec

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A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

machine-learning research deep-learning tensorflow word2vec sklearn network-science pytorch deepwalk gensim representation-learning network-embedding node2vec weisfeiler-lehman graph-embedding graph-wavelet node-embedding struc2vec implicit-factorization graph-neural-network

Updated Jun 1, 2020
Python

akoksal / Turkish-Word2Vec

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Pre-trained Word2Vec Model for Turkish

nlp word2vec turkish gensim

Updated Jul 18, 2018
Python

diff2vec

benedekrozemberczki / diff2vec

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Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.

machine-learning deep-learning neural-network tensorflow embeddings deepwalk gensim complex-networks factorization unsupervised-learning embedding network-embedding diffusion node2vec graph-embedding node-embedding struc2vec diff2vec implicit-factorization semisupervised-learning

Updated May 31, 2020
Python

eellak / nlpbuddy

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A text analysis application for performing common NLP tasks through a web dashboard interface and an API

natural-language-processing text-classification text-analysis spacy gensim fasttext

Updated Jan 18, 2019
HTML

walklets

benedekrozemberczki / walklets

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A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).

machine-learning deep-learning word2vec deepwalk dimensionality-reduction gensim edge-prediction multiscale graph-mining embedding node2vec word-embedding graph-embedding node-classification graph-neural-networks node-embedding walklet graphlet dont-walk-skip graph-convolution

Updated May 31, 2020
Python

erdiolmezogullari / ml-projects

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ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

Updated Nov 21, 2019

johndpope / hcn

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Hybrid Code Networks https://arxiv.org/abs/1702.03274

tensorflow dialog lstm rnn gensim bag-of-words utterance hybrid-code-networks entitytracker

Updated Apr 13, 2017
Python

ibrahimsharaf / doc2vec

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Text classification using Doc2Vec embeddings

sentiment-analysis text-classification scikit-learn gensim nlp-machine-learning doc2vec

Updated Mar 31, 2020
Python

roboreport / doc2vec-api

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document embedding and machine learning script for beginners

machine-learning natural-language-processing deep-learning word2vec chatbot gensim doc2vec doc2vec-api dialogflow

Updated Oct 3, 2019
Python

SINE

benedekrozemberczki / SINE

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A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).

Updated May 31, 2020
Python

MUSAE

benedekrozemberczki / MUSAE

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The reference implementation of "Multi-scale Attributed Node Embedding".

Updated May 31, 2020
Python

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