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gensim

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gensim

RaRe-Technologies / gensim

Open

Gensim's FastText model reads in unsupported modes from Facebook's FastText

5

mpenkov commented Jun 22, 2021

In gensim/models/fasttext.py:

    model = FastText(
        vector_size=m.dim,
        vector_size=m.dim,
        window=m.ws,
        window=m.ws,
        epochs=m.epoch,
        epochs=m.epoch,
        negative=m.neg,
        negative=m.neg,
        # FIXME: these next 2 lines read in unsupported FB FT modes (loss=3 softmax or loss=4 onevsall,
        # or model=3 supervi

Read more

bug difficulty easy good first issue fasttext

Open

Move BrownCorpus from word2vec to gensim.corpora

6

Open

word2vec doc-comment example of KeyedVectors usage broken

6

Find more good first issues

plasticityai / magnitude

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 Feb 23, 2021
Python

msgi / nlp-journey

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 Jul 5, 2021
Python

text-analytics-with-python

dipanjanS / text-analytics-with-python

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 Dec 24, 2020
Jupyter Notebook

explosion / sense2vec

🦆 Contextually-keyed word vectors

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

Updated Aug 16, 2021
Python

nlp-in-practice

kavgan / nlp-in-practice

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 Dec 2, 2020
Jupyter Notebook

RaRe-Technologies / gensim-data

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

oborchers / Fast_Sentence_Embeddings

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 Apr 10, 2022
Jupyter Notebook

zake7749 / word2vec-tutorial

中文詞向量訓練教學

word2vec gensim

Updated Jun 3, 2021
Python

ThoughtRiver / lmdb-embeddings

Fast word vectors with little memory usage in Python

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

Updated Jun 26, 2021
Python

5hirish / adam_qas

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

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 Apr 4, 2021
Jupyter Notebook

AICoE / log-anomaly-detector

Log Anomaly Detection - Machine learning to detect abnormal events logs

kubernetes log word2vec machine-learning-algorithms som artificial-intelligence stream-processing gensim anomaly-detection aiops

Updated Apr 30, 2021
Jupyter Notebook

GEMSEC

benedekrozemberczki / GEMSEC

Sponsor

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 Mar 2, 2022
Python

devmount / GermanWordEmbeddings

Sponsor

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 May 27, 2022
Jupyter Notebook

giacbrd / ShallowLearn

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

Splitter

benedekrozemberczki / Splitter

Sponsor

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 Mar 2, 2022
Python

erdiolmezogullari / ml-projects

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

Updated Dec 15, 2020

webvectors

akutuzov / webvectors

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

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

Updated Dec 5, 2021
Python

akoksal / Turkish-Word2Vec

Pre-trained Word2Vec Model for Turkish

nlp word2vec turkish gensim

Updated Jul 18, 2018
Python

PrashantRanjan09 / WordEmbeddings-Elmo-Fasttext-Word2Vec

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

role2vec

benedekrozemberczki / role2vec

Sponsor

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 Apr 1, 2022
Python

diff2vec

benedekrozemberczki / diff2vec

Sponsor

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 Mar 2, 2022
Python

eellak / nlpbuddy

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

nlp_workshop_odsc_europe20

dipanjanS / nlp_workshop_odsc_europe20

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models.

python machine-learning natural-language-processing deep-learning tensorflow scikit-learn jupyter-notebook transformers pytorch spacy nltk gensim transfer-learning

Updated Sep 18, 2020
Jupyter Notebook

Pandora-Intelligence / concise-concepts

This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with entity scoring.

nlp machine-learning natural-language-processing spacy gensim ner few-shot-classifcation

Updated Jun 1, 2022
Python

MUSAE

benedekrozemberczki / MUSAE

Sponsor

The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)

Updated Mar 2, 2022
Python

ibrahimsharaf / doc2vec

📓 Long(er) text representation and classification using Doc2Vec embeddings

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

Updated Sep 27, 2020
Python

walklets

benedekrozemberczki / walklets

Sponsor

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 Mar 2, 2022
Python

roboreport / doc2vec-api

document embedding and machine learning script for beginners

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

Updated Oct 5, 2021
Python

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