Build software better, together

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

explosion / sense2vec

Star

🦆 Contextually-keyed word vectors

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

Updated Jun 7, 2021
Python

RubensZimbres / Repo-2017

Star

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

nlp opencv natural-language-processing deep-learning sentiment-analysis word2vec keras generative-adversarial-network autoencoder glove t-sne segnet keras-models keras-layer latent-dirichlet-allocation denoising-autoencoders svm-classifier resnet-50 anomaly-detection variational-autoencoder

Updated Apr 22, 2019
Python

kavgan / nlp-in-practice

Star

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

smilelight / lightNLP

Star

基于Pytorch和torchtext的自然语言处理深度学习框架。

Updated Dec 14, 2020
Python

dselivanov / text2vec

Star

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

natural-language-processing text-mining word2vec word-embeddings efficiency topic-modeling vignette glove vectorization latent-dirichlet-allocation

Updated Sep 19, 2020
R

zhezhaoa / ngram2vec

Star

Four word embedding models implemented in Python. Supporting arbitrary context features

word word2vec chinese glove ngram svd embedding analogy ppmi word-embedding n-gram ngram2vec

Updated Aug 22, 2019
Python

hankcs / CS224n

Star

CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017

natural-language-processing deep-learning tensorflow word2vec rnn cs224n

Updated Oct 15, 2018
Python

benedekrozemberczki / graph2vec

Sponsor Star

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

machine-learning kernel word2vec deepwalk matrix-factorization transformer unsupervised-learning graph-kernel node2vec weisfeiler-lehman noise-contrastive-estimation graph-embedding graph2vec subgraph2vec graph-wavelet node-embedding struc2vec implicit-matrix-factorization diff2vec gemsec

Updated Jun 17, 2021
Python

inspirehep / magpie

Star

Deep neural network framework for multi-label text classification

nlp machine-learning deep-learning neural-network word2vec prediction classification multi-label-classification

Updated Apr 8, 2020
Python

zake7749 / word2vec-tutorial

Star

中文詞向量訓練教學

word2vec gensim

Updated Jun 3, 2021
Python

Tixierae / deep_learning_NLP

Star

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

nlp deep-learning numpy word2vec word-embeddings keras python3 pytorch recurrent-neural-networks attention nmt skipgram doc2vec cnn-keras saliency-map seq2seq-pytorch self-attention document-embeddings hierarchical-attention-network

Updated Mar 11, 2020
Jupyter Notebook

ThoughtRiver / lmdb-embeddings

Star

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

khanhnamle1994 / natural-language-processing

Star

Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning

machine-learning natural-language-processing deep-learning word2vec glove

Updated Feb 22, 2018
Python

theamrzaki / text_summurization_abstractive_methods

Star

Multiple implementations for abstractive text summurization , using google colab

nlp machine-learning reinforcement-learning ai deep-learning tensorflow word2vec artificial-intelligence policy-gradient rnn text-summarization seq2seq machinelearning deeplearning encoder-decoder abstractive-text-summarization google-colab pointer-generator google-colaboratory

Updated Oct 6, 2020
Jupyter Notebook

gaoisbest / NLP-Projects

Star

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

information-retrieval text-classification word2vec text-generation information-extraction knowledge-graph network-embedding sequence-labeling dialogue-systems sentence2vec machine-reading-comprehension pretrained-language-model

Updated Jan 11, 2021
OpenEdge ABL

vector-ai / vectorhub

Star

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)

python machine-learning deep-learning neural-network tensorflow word2vec vector transformers pytorch embeddings artificial-intelligence video-processing deeplearning encodings audio-processing vector-similarity tfhub image2vec

Updated Jul 25, 2021
Python

pkmital / pycadl

Star

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

Updated May 21, 2021
Python

ynqa / wego

Sponsor Star

Word Embeddings (e.g. Word2Vec) in Go!

nlp go machine-learning word2vec word-embeddings glove

Updated Mar 2, 2021
Go

word2vec

Here are 1,448 public repositories matching this topic...

RaRe-Technologies / gensim

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

make `remove_stopwords()` behavior more consistent

Move BrownCorpus from word2vec to gensim.corpora

ddbourgin / numpy-ml

brightmart / nlp_chinese_corpus

vi3k6i5 / flashtext

danielfrg / word2vec

golbin / TensorFlow-Tutorials

Kyubyong / wordvectors

JasonKessler / scattertext

duoergun0729 / nlp

plasticityai / magnitude

Hironsan / awesome-embedding-models

msgi / nlp-journey

explosion / sense2vec

RubensZimbres / Repo-2017

kavgan / nlp-in-practice

smilelight / lightNLP

dselivanov / text2vec

zhezhaoa / ngram2vec

hankcs / CS224n

benedekrozemberczki / graph2vec

inspirehep / magpie

zake7749 / word2vec-tutorial

Tixierae / deep_learning_NLP

ThoughtRiver / lmdb-embeddings

khanhnamle1994 / natural-language-processing

theamrzaki / text_summurization_abstractive_methods

gaoisbest / NLP-Projects

vector-ai / vectorhub

pkmital / pycadl

ynqa / wego

Improve this page

Add this topic to your repo

Jun	JUL	Aug
	25
2020	2021	2022