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Projects in Awesome Lists tagged with word2vec
A curated list of projects in awesome lists tagged with word2vec .
https://github.com/ddbourgin/numpy-ml
Machine learning, in numpy
attention bayesian-inference gaussian-mixture-models gaussian-processes good-turing-smoothing gradient-boosting hidden-markov-models knn lstm machine-learning mfcc neural-networks reinforcement-learning resnet topic-modeling vae wavenet wgan-gp word2vec
Last synced: 16 Dec 2024
https://github.com/piskvorky/gensim
Topic Modelling for Humans
data-mining data-science document-similarity fasttext gensim information-retrieval machine-learning natural-language-processing neural-network nlp python topic-modeling word-embeddings word-similarity word2vec
Last synced: 17 Dec 2024
https://github.com/brightmart/nlp_chinese_corpus
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
bert chinese chinese-corpus chinese-dataset chinese-nlp corpus dataset language-model news nlp pretrain question-answering text-classification wiki word2vec
Last synced: 01 Dec 2024
https://github.com/vi3k6i5/flashtext
Extract Keywords from sentence or Replace keywords in sentences.
data-extraction keyword-extraction nlp search-in-text word2vec
Last synced: 16 Dec 2024
https://github.com/shibing624/text2vec
text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。
embeddings nlp sentence-embeddings similarity text-similarity text2vec word2vec
Last synced: 17 Dec 2024
https://github.com/paddlepaddle/paddlerec
Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等
deepfm esmm gru4rec lr mmoe ple tdm widedeep word2vec
Last synced: 17 Dec 2024
https://github.com/PaddlePaddle/PaddleRec
Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等
deepfm esmm gru4rec lr mmoe ple tdm widedeep word2vec
Last synced: 11 Nov 2024
https://github.com/alibaba/alink
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
apriori classification clustering data-mining feature-engineering flink flink-machine-learning flink-ml fm graph-algorithms graph-embedding kafka machine-learning recommender recommender-system regression statistics word2vec xgboost
Last synced: 17 Dec 2024
https://github.com/alibaba/Alink
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
apriori classification clustering data-mining feature-engineering flink flink-machine-learning flink-ml fm graph-algorithms graph-embedding kafka machine-learning recommender recommender-system regression statistics word2vec xgboost
Last synced: 26 Oct 2024
https://github.com/jasonkessler/scattertext
Beautiful visualizations of how language differs among document types.
computational-social-science d3 eda exploratory-data-analysis japanese-language machine-learning natural-language-processing nlp scatter-plot semiotic-squares sentiment stylometric stylometry text-as-data text-mining text-visualization topic-modeling visualization word-embeddings word2vec
Last synced: 17 Dec 2024
https://github.com/JasonKessler/scattertext
Beautiful visualizations of how language differs among document types.
computational-social-science d3 eda exploratory-data-analysis japanese-language machine-learning natural-language-processing nlp scatter-plot semiotic-squares sentiment stylometric stylometry text-as-data text-mining text-visualization topic-modeling visualization word-embeddings word2vec
Last synced: 30 Oct 2024
https://github.com/kyubyong/wordvectors
Pre-trained word vectors of 30+ languages
fasttext language vector word2vec
Last synced: 21 Dec 2024
https://github.com/Kyubyong/wordvectors
Pre-trained word vectors of 30+ languages
fasttext language vector word2vec
Last synced: 09 Nov 2024
https://github.com/golbin/TensorFlow-Tutorials
텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다
autoencoder chatbot cnn deep-learning dqn gan inception mnist neural-network rnn seq2seq tensorflow tutorial word2vec
Last synced: 12 Nov 2024
https://github.com/golbin/tensorflow-tutorials
텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다
autoencoder chatbot cnn deep-learning dqn gan inception mnist neural-network rnn seq2seq tensorflow tutorial word2vec
Last synced: 20 Dec 2024
https://github.com/plasticityai/magnitude
A fast, efficient universal vector embedding utility package.
embeddings fast fasttext gensim glove machine-learning machine-learning-library memory-efficient natural-language-processing nlp python vectors word-embeddings word2vec
Last synced: 21 Dec 2024
https://github.com/explosion/sense2vec
🦆 Contextually-keyed word vectors
gensim gensim-word2vec machine-learning natural-language-processing nlp python sense2vec spacy word2vec
Last synced: 19 Dec 2024
https://github.com/rubenszimbres/repo-2017
My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano
anomaly-detection autoencoder deep-learning denoising-autoencoders generative-adversarial-network glove keras keras-layer keras-models latent-dirichlet-allocation natural-language-processing nlp opencv resnet-50 segnet sentiment-analysis svm-classifier t-sne variational-autoencoder word2vec
Last synced: 22 Dec 2024
https://github.com/RubensZimbres/Repo-2017
My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano
anomaly-detection autoencoder deep-learning denoising-autoencoders generative-adversarial-network glove keras keras-layer keras-models latent-dirichlet-allocation natural-language-processing nlp opencv resnet-50 segnet sentiment-analysis svm-classifier t-sne variational-autoencoder word2vec
Last synced: 25 Oct 2024
https://github.com/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.
gensim machine-learning natural-language-processing nlp text-classification text-mining tf-idf word2vec
Last synced: 21 Dec 2024
https://github.com/benedekrozemberczki/graph2vec
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
deepwalk diff2vec gemsec graph-embedding graph-kernel graph-wavelet graph2vec implicit-matrix-factorization kernel machine-learning matrix-factorization node-embedding node2vec noise-contrastive-estimation struc2vec subgraph2vec transformer unsupervised-learning weisfeiler-lehman word2vec
Last synced: 18 Dec 2024
https://github.com/dselivanov/text2vec
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
glove latent-dirichlet-allocation natural-language-processing text-mining topic-modeling vectorization word-embeddings word2vec
Last synced: 25 Oct 2024
https://github.com/smilelight/lightNLP
基于Pytorch和torchtext的自然语言处理深度学习框架。
cbow chinese cws deep-learning dependency-parsing hierarchical-softmax language-model nature-language-process negative-sampling nlp pos python pytorch relation-extraction sentence-similarity skip-gram srl text-classification torchtext word2vec
Last synced: 18 Nov 2024
https://github.com/inspirehep/magpie
Deep neural network framework for multi-label text classification
classification deep-learning machine-learning multi-label-classification neural-network nlp prediction word2vec
Last synced: 18 Dec 2024
https://github.com/hankcs/cs224n
CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017
cs224n deep-learning natural-language-processing rnn tensorflow word2vec
Last synced: 21 Dec 2024
https://github.com/zhang17173/Event-Extraction
基于法律裁判文书的事件抽取及其应用，包括数据的分词、词性标注、命名实体识别、事件要素抽取和判决结果预测等内容
cnn-classification deep-learning event-extraction judgment nlp word2vec
Last synced: 25 Nov 2024
https://github.com/relevanceai/vectorhub
Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)
artificial-intelligence audio-processing deep-learning deeplearning embeddings encodings image2vec machine-learning neural-network python pytorch tensorflow tfhub transformers vector vector-similarity video-processing word2vec
Last synced: 21 Dec 2024
https://github.com/RelevanceAI/vectorhub
Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)
artificial-intelligence audio-processing deep-learning deeplearning embeddings encodings image2vec machine-learning neural-network python pytorch tensorflow tfhub transformers vector vector-similarity video-processing word2vec
Last synced: 11 Nov 2024
https://github.com/theamrzaki/text_summurization_abstractive_methods
Multiple implementations for abstractive text summurization , using google colab
abstractive-text-summarization ai artificial-intelligence deep-learning deeplearning encoder-decoder google-colab google-colaboratory machine-learning machinelearning nlp pointer-generator policy-gradient reinforcement-learning rnn seq2seq tensorflow text-summarization word2vec
Last synced: 19 Nov 2024
https://github.com/gaoisbest/NLP-Projects
word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding
dialogue-systems information-extraction information-retrieval knowledge-graph machine-reading-comprehension network-embedding pretrained-language-model sentence2vec sequence-labeling text-classification text-generation word2vec
Last synced: 06 Nov 2024
https://github.com/khanhnamle1994/natural-language-processing
Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning
deep-learning glove machine-learning natural-language-processing word2vec
Last synced: 15 Dec 2024
https://github.com/ynqa/wego
Word Embeddings in Go!
glove go machine-learning nlp word-embeddings word2vec
Last synced: 21 Dec 2024
https://github.com/dsfsi/textaugment
TextAugment: Text Augmentation Library
augmentation augmentation-methods hacktoberfest low-resouce-language mixup natural-language-processing nlp nlp-augmentation synonym word2vec wordnet
Last synced: 13 Nov 2024
https://github.com/pkmital/pycadl
Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"
autoregressive celeba conditional course cyclegan dcgan deep-learning gan glove magenta mooc neural-network nsynth pixelcnn tensorflow tutorial vae vae-gan wavenet word2vec
Last synced: 20 Dec 2024
https://github.com/planeshifter/node-word2vec
Node.js interface to the Google word2vec tool.
Last synced: 20 Dec 2024
https://github.com/Planeshifter/node-word2vec
Node.js interface to the Google word2vec tool.
Last synced: 02 Nov 2024
https://github.com/benedekrozemberczki/attentionwalk
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
attention deep-learning deepwalk graph-attention graph-neural-networks graph-representation-learning implicit-factorization machine-learning matrix-factorization neurips neurips-2018 nips node2vec pytorch sklearn structural-attention tensorflow torch walklet word2vec
Last synced: 17 Dec 2024
https://github.com/benedekrozemberczki/AttentionWalk
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
attention deep-learning deepwalk graph-attention graph-neural-networks graph-representation-learning implicit-factorization machine-learning matrix-factorization neurips neurips-2018 nips node2vec pytorch sklearn structural-attention tensorflow torch walklet word2vec
Last synced: 04 Nov 2024
https://github.com/AICoE/log-anomaly-detector
Log Anomaly Detection - Machine learning to detect abnormal events logs
aiops anomaly-detection artificial-intelligence gensim kubernetes log machine-learning-algorithms som stream-processing word2vec
Last synced: 06 Nov 2024
https://github.com/brightmart/nlu_sim
all kinds of baseline models for sentence similarity 句子对语义相似度模型
atec nlu qa question-answering questions-and-answers semantic-similarity sentence-similarity similarity-measurement word2vec
Last synced: 18 Dec 2024
https://github.com/artpar/languagecrunch
LanguageCrunch NLP server docker image
coreference-resolution natural-language-processing nlp relation-extraction sentiment-analysis spacy-nlp word2vec wordnet
Last synced: 20 Dec 2024
https://github.com/lujiaying/MovieTaster-Open
A practical movie recommend project based on Item2vec.
deep-learning item2vec word2vec
Last synced: 22 Nov 2024
https://github.com/gabrielspmoreira/chameleon_recsys
Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems
deep-learning deep-neural-networks lstm lstm-neural-network lstm-neural-networks news-recommendation recommendation-algorithms recommendation-engine recommendation-system recommender-system rnn rnn-tensorflow tensorflow word-embeddings word2vec
Last synced: 17 Dec 2024
https://github.com/dalinvip/cw2vec
cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information
cw2vec embeddings fasttext stroke-information word2vec
Last synced: 19 Dec 2024
https://github.com/30lm32/ml-projects
ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python
ab-testing deep-learning docker gensim geolocation imbalanced-data kdtree keras lstm-neural-networks machine-learning mlflow nlp random-forest spam-classification svm tensorboard tensorflow text-classification timeseries-analysis word2vec
Last synced: 15 Nov 2024
https://github.com/thesephist/revery
A personal semantic search engine capable of surfacing relevant bookmarks, journal entries, notes, blogs, contacts, and more, built on an efficient document embedding algorithm and Monocle's personal search index.
browser-extension natural-language-processing search-engine torus-dom word2vec
Last synced: 18 Nov 2024
https://github.com/bloomberg/koan
A word2vec negative sampling implementation with correct CBOW update.
cbow cpp skipgram word-embeddings word2vec
Last synced: 18 Dec 2024
https://github.com/oxford-cs-deepnlp-2017/practical-1
Oxford Deep NLP 2017 course - Practical 1: word2vec
deep-learning natural-language-processing nlp oxford word2vec
Last synced: 19 Dec 2024
https://github.com/benedekrozemberczki/gemsec
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
clustering community-detection deepwalk deezer embedding facebook gemsec gensim graph-embedding implicit-factorization m-nmf machine-learning matrix-factorization network-embedding neural-network node2vec semisupervised-learning tensorflow unsupervised-learning word2vec
Last synced: 18 Dec 2024
https://github.com/benedekrozemberczki/GEMSEC
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
clustering community-detection deepwalk deezer embedding facebook gemsec gensim graph-embedding implicit-factorization m-nmf machine-learning matrix-factorization network-embedding neural-network node2vec semisupervised-learning tensorflow unsupervised-learning word2vec
Last synced: 30 Oct 2024
https://github.com/predict-idlab/pyRDF2Vec
🐍 Python Implementation and Extension of RDF2Vec
cbow embeddings feature-matrix knowledge-graph machine-learning rdf2vec rdflib skip-gram unsupervised-learning walking-strategy word2vec
Last synced: 07 Nov 2024
https://github.com/tolga-b/debiaswe
Remove problematic gender bias from word embeddings.
debias gender-equality nips-2016 social-justice word-embeddings word2vec
Last synced: 18 Dec 2024
https://github.com/luopeixiang/textclf
TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型，通过简单配置即可完成数据处理、模型训练、测试等过程。
bert cnn-text-classification configurable document-classification dpcnn drnn glove logistic-regression lstm-text-classification neuralclassifier pytorch sentiment-analysis sklearn-classify svm textcnn textrnn word2vec
Last synced: 20 Nov 2024
https://github.com/vngrs-ai/vnlp
State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.
deasciifier deep-learning dependency-parsing fasttext morphological-analysis morphological-disambiguation named-entity-recognition nlp normalization number-to-words part-of-speech-tagging sentence-splitting sentence-tokenizer sentiment-analysis spelling-correction stemming stopword-removal turkish-nlp word-embeddings word2vec
Last synced: 10 Oct 2024
https://github.com/devmount/germanwordembeddings
Toolkit to obtain and preprocess German text corpora, train models and evaluate them with generated testsets. Built with Gensim and Tensorflow.
deep-learning deep-neural-networks evaluation gensim german-language model natural-language-processing neural-network nlp training word-embeddings word2vec
Last synced: 16 Dec 2024
https://github.com/benedekrozemberczki/splitter
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
clustering community-detection deep-learning deep-neural-network deepwalk ego-splitting factorization gensim graph-embedding graph-neural-network graph-representation-learning implicit-factorization machine-learning network-embedding node-embedding node2vec overlapping-community-detection pytorch word-vector word2vec
Last synced: 18 Dec 2024
https://github.com/benedekrozemberczki/Splitter
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
clustering community-detection deep-learning deep-neural-network deepwalk ego-splitting factorization gensim graph-embedding graph-neural-network graph-representation-learning implicit-factorization machine-learning network-embedding node-embedding node2vec overlapping-community-detection pytorch word-vector word2vec
Last synced: 08 Nov 2024
https://github.com/akoksal/Turkish-Word2Vec
Pre-trained Word2Vec Model for Turkish
Last synced: 12 Nov 2024
https://github.com/benedekrozemberczki/danmf
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
autoencoder cikm clustering community-detection coordinate-descent danmf data-science deep-learning deepwalk dimensionality-reduction embedding gemsec machine-learning mnmf nmf node-embedding node2vec sklearn unsupervised-learning word2vec
Last synced: 18 Dec 2024
https://github.com/benedekrozemberczki/DANMF
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
autoencoder cikm clustering community-detection coordinate-descent danmf data-science deep-learning deepwalk dimensionality-reduction embedding gemsec machine-learning mnmf nmf node-embedding node2vec sklearn unsupervised-learning word2vec
Last synced: 30 Oct 2024
https://github.com/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.
fasttext gensim machine-learning neural-network online-learning scikit-learn shallow-learning supervised-learning text-classification text-mining word-embeddings word2vec
Last synced: 27 Nov 2024
https://github.com/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.
fasttext gensim machine-learning neural-network online-learning scikit-learn shallow-learning supervised-learning text-classification text-mining word-embeddings word2vec
Last synced: 18 Dec 2024
https://github.com/akutuzov/webvectors
Web-ify your word2vec: framework to serve distributional semantic models online
distributional-semantics embedding-models flask gensim web-app word2vec
Last synced: 27 Nov 2024
https://github.com/sajari/word2vec
Go library for performing computations in word2vec binary models
embedding go golang word word2vec word2vec-model
Last synced: 19 Dec 2024
https://github.com/loretoparisi/fasttext.js
FastText for Node.js
deeplearning fasttext javascript language-detection machinelearning neural-networks nodejs text-classification word-embeddings word2vec
Last synced: 09 Dec 2024
https://github.com/OlgaChernytska/word2vec-pytorch
Implementation of the first paper on word2vec
deep-learning natural-language-processing pytorch word2vec
Last synced: 26 Sep 2024
https://github.com/fanglanting/skip-gram-pytorch
A complete pytorch implementation of skip-gram
embed pytorch spearman word2vec
Last synced: 27 Nov 2024
https://github.com/benedekrozemberczki/GraphWaveMachine
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
diffusion embedding factorization graph-embedding graph-wavelet graphwave heat-kernel kdd laplacian machine-learning node2vec refex rolx spectral struc2vec structural-embedding structural-role unsupervised-learning wavelet word2vec
Last synced: 11 Nov 2024
https://github.com/benedekrozemberczki/graphwavemachine
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
diffusion embedding factorization graph-embedding graph-wavelet graphwave heat-kernel kdd laplacian machine-learning node2vec refex rolx spectral struc2vec structural-embedding structural-role unsupervised-learning wavelet word2vec
Last synced: 19 Dec 2024
https://github.com/mkearney/textfeatures
👷♂️ A simple package for extracting useful features from character objects 👷♀️
feature-extraction machine-learning mkearney-r-package neural-network neural-networks r rstats text-mining word2vec
Last synced: 17 Dec 2024
https://github.com/natasha/navec
Compact high quality word embeddings for Russian language
embeddings glove nlp python quantization russian word2vec
Last synced: 15 Dec 2024
https://github.com/benedekrozemberczki/role2vec
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
deep-learning deepwalk gensim graph-embedding graph-neural-network graph-wavelet implicit-factorization machine-learning network-embedding network-science node-embedding node2vec pytorch representation-learning research sklearn struc2vec tensorflow weisfeiler-lehman word2vec
Last synced: 19 Dec 2024
https://github.com/Lancern/asm2vec
An unofficial implementation of asm2vec as a standalone python package
asm2vec binary-analysis machine-learning nlp numpy python python3 unofficial word2vec
Last synced: 17 Nov 2024
https://github.com/lancern/asm2vec
An unofficial implementation of asm2vec as a standalone python package
asm2vec binary-analysis machine-learning nlp numpy python python3 unofficial word2vec
Last synced: 20 Dec 2024
https://github.com/benedekrozemberczki/musae
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
aane asne asonam attributed-embedding deep-learning deepwalk embedding gemsec gensim graph-embedding graph-neural-network implicit-factorization musae network-analysis network-embedding node-embedding node2vec tadw walklets word2vec
Last synced: 14 Nov 2024
https://github.com/PrashantRanjan09/WordEmbeddings-Elmo-Fasttext-Word2Vec
Using pre trained word embeddings (Fasttext, Word2Vec)
ai2 allennlp classification elmo-8 fair fasttext fasttext-python gensim gensim-word2vec glove glove-embeddings nlp word2vec wordembedding wordembeddings
Last synced: 09 Dec 2024
https://github.com/benedekrozemberczki/MUSAE
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
aane asne asonam attributed-embedding deep-learning deepwalk embedding gemsec gensim graph-embedding graph-neural-network implicit-factorization musae network-analysis network-embedding node-embedding node2vec tadw walklets word2vec
Last synced: 08 Nov 2024
https://github.com/doodyparizada/word2vec-spam-filter
Using word vectors to classify spam messages
antispam flask glove-vectors numpy react schematics stylus typescript webpack word2vec
Last synced: 15 Nov 2024
https://github.com/cadene/skip-thoughts.torch
Porting of Skip-Thoughts pretrained models from Theano to PyTorch & Torch7
gru pretrained-models rnn skip-thoughts torch word2vec
Last synced: 19 Dec 2024
https://github.com/dalinvip/pytorch_word2vec
Use pytorch to implement word2vec
Last synced: 29 Nov 2024
https://github.com/guenthermi/postgres-word2vec
utils to use word embedding models like word2vec vectors in a PostgreSQL database
inverted-index knn-search postgresql product-quantization similarity-search word-embeddings word2vec
Last synced: 08 Nov 2024
https://github.com/JasonKessler/Scattertext-PyData
Notebooks for the Seattle PyData 2017 talk on Scattertext
computational-social-science gender natural-language-processing nlp political-parties political-science pydata text-as-data text-visualization visualization word2vec
Last synced: 27 Oct 2024
https://github.com/pandeykartikey/hierarchical-attention-network
Implementation of Hierarchical Attention Networks in PyTorch
deep-learning document-classification glove gru hierarchical-attention-networks nlp pytorch word2vec
Last synced: 09 Nov 2024
https://github.com/kefirski/pytorch_NEG_loss
NEG loss implemented in pytorch
Last synced: 14 Nov 2024
https://github.com/hironsan/ja.text8
Japanese text8 corpus for word embedding.
corpus deep-learning machine-learning natural-language-processing word2vec
Last synced: 13 Dec 2024
https://github.com/rubenszimbres/repo-2016
R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation
autoencoder deep-learning face-recognition keras lasagne lstm lstm-neural-networks mathematica natural-language-processing nlp nlp-machine-learning python python-3 python3 rstats theano theano-models time-series-analysis timeseries word2vec
Last synced: 07 Nov 2024
https://github.com/benedekrozemberczki/walklets
A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
deep-learning deepwalk dimensionality-reduction dont-walk-skip edge-prediction embedding gensim graph-convolution graph-embedding graph-mining graph-neural-networks graphlet machine-learning multiscale node-classification node-embedding node2vec walklet word-embedding word2vec
Last synced: 14 Nov 2024
https://github.com/tharindudr/simple-sentence-similarity
Exploring the simple sentence similarity measurements using word embeddings
elmo fasttext glove ipynb python sentence-embeddings sentence-similarity wmd word-embeddings word2vec
Last synced: 20 Dec 2024
https://github.com/joisino/wordtour
Code for "Word Tour: One-dimensional Word Embeddings via the Traveling Salesman Problem" (NAACL 2022)
embeddings machine-learning natural-language-processing word-embeddings word2vec
Last synced: 27 Nov 2024
https://github.com/iamaziz/ar-embeddings
Sentiment Analysis for Arabic Text (tweets, reviews, and standard Arabic) using word2vec
arabic arabic-embedding arabic-nlp arabic-sentiment embeddings sentiment-analysis word2vec word2vec-model
Last synced: 15 Dec 2024
https://github.com/guillaume-chevalier/glove-as-a-tensorflow-embedding-layer
Taking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer **inside the GPU**. Therefore, you only need to send the index of the words through the GPU data transfer bus, reducing data transfer overhead.
cosine-similarity glove glove-embeddings gpu gpu-acceleration gpu-tensorflow neural-network tensorflow tensorflow-layers word-embeddings word2vec
Last synced: 09 Nov 2024
https://github.com/maxoodf/russian_news_corpus
Russian mass media stemmed texts corpus / Корпус лемматизированных (морфологически нормализованных) текстов российских СМИ
articles corpus machine-learning ml nlp nlp-machine-learning russian text word2vec
Last synced: 07 Dec 2024
https://github.com/benedekrozemberczki/BANE
A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).
bane deepwalk diff2vec dimensionality-reduction embedding factorization fscnmf gemsec graph graph2vec icdm lane line musae node node2vec svd tadw tridnr word2vec
Last synced: 08 Nov 2024
https://github.com/benedekrozemberczki/bane
A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).
bane deepwalk diff2vec dimensionality-reduction embedding factorization fscnmf gemsec graph graph2vec icdm lane line musae node node2vec svd tadw tridnr word2vec
Last synced: 14 Nov 2024
https://github.com/philipperemy/japanese-words-to-vectors
Word2vec (word to vectors) approach for Japanese language using Gensim and Mecab.
corpus gensim japanese japanese-language wikipedia word2vec word2vec-algorithm
Last synced: 02 Nov 2024
https://github.com/ikergarcia1996/metavec
A monolingual and cross-lingual meta-embedding generation and evaluation framework
embedding embedding-evaluation embedding-models embedding-vectors embeddings emnlp2021 fasttext fasttext-embeddings meta-embedding meta-embeddings word2vec
Last synced: 06 Dec 2024
