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MorvanZhou /NLP-Tutorials

Simple implementations of NLP models. Tutorials are written in Chinese on my websitehttps://mofanpy.com

nlp tutorial transformer seq2seq attention gpt bert w2v elmo

UpdatedMay 22, 2023
Python

ChengjinLi /machine_learning

机器学习、深度学习、NLP实战项目

nlp machine-learning deep-learning cv cnn rnn w2v

UpdatedFeb 26, 2018
Python

Lambda-3 /Indra

Indra is a Web Service which allows easy access to different distributional semantics models in several languages.

search-engine natural-language-processing ai word-embeddings lsa glove distributional-semantics indra semantic-models w2v aixprize

UpdatedApr 9, 2025
Java

js1010 /cusim

Superfast CUDA implementation of Word2Vec and Latent Dirichlet Allocation (LDA)

gpu cuda topic-modeling gensim lda w2v word-embedding

UpdatedFeb 25, 2021
Python

manhph2211 /ViSR

This repo builds an end-to-end deep learning application that supports speech recognition system. It's simple to use and understand 😄

speech-recognition speech-to-text w2v quartznet ctc-decode vietnamese-speech-recognition vietnamese-asr vlsp ljspeech-format streamlit-app vietnamese-speech-to-text vlsp2020 demo-asr speech-to-text-app

UpdatedMay 23, 2023
Jupyter Notebook

HuichuanLI /GraphNeuralNetWork

玩转图神经网络和知识图谱的相关算法：GCN,GAT,GAFM,GAAFM,GraphSage,W2V,TRANSe

line deepwalk w2v gcn node2vec transe graph-embedding graphsage gat snde metapathvec

UpdatedApr 27, 2024
Jupyter Notebook

AsadiAhmad /Word-Embedding

Word Embeding with Simple model, w2v, Simple RNN, LSTM

nlp lstm rnn w2v word-embedding

UpdatedMay 17, 2024
Jupyter Notebook

esantus /Outlier_Detection

Data and code for the experiments in the Outlier Detection task proposed by Camacho-Collados et al.

detection overlap embeddings identification glove w2v weighted outlier apsyn dsms

UpdatedAug 28, 2018
Python

PanosAntoniadis /slp-ntua

Lab exercises of Speech and Language Processing course in NTUA

nlp word-embeddings lstm rnn transfer-learning kaldi spell-checker attention-mechanism w2v asr semantic-analysis syntactic-analysis openfst glove-embeddings slp

UpdatedOct 8, 2024
Jupyter Notebook

andreabac3 /NLP-Named-Entity-Recognition

Named Entity Recognition with 92.5% of F1-Score, developed in Pytorch using PoS embeddings, Word2Vec

nlp natural-language-processing neural-network tensorflow word2vec crf pytorch spacy named-entity-recognition neural-networks ner w2v postagging conditional-random-field

UpdatedOct 4, 2020
Python

vedantpuri /emoji-prediction

Predicts an emoji based on a given tweet using various NLP models.

python emoji nlp machine-learning twitter tweets lstm naivebayes decision-tree-classifier w2v bilstm semeval-2018

UpdatedJul 20, 2018
Python

Koziev /WordRepresentations

Сравнение нескольких способов представления слов для построения языковых моделей

nlp lasagne tensorflow xgboost sdr ngrams language-model nlp-machine-learning keras-neural-networks w2v ngram-analysis nlm tiny-dnn nolearn singa catboost opennn

UpdatedSep 20, 2017
Python

talmago /simple-but-tough-to-beat-examples

Bunch of examples of a "Simple but tough to beat baseline for sentence embeddings" in classification tasks

nlp machine-learning word2vec word-embeddings fasttext w2v sentence2vec sentence-embeddings imdb-dataset fake-news-classification fasttext-python

UpdatedJan 21, 2020
Python

frucci /2017

2017 repository

python nlp machine-learning tutorial deep-learning clustering tsne w2v imbalanced

UpdatedNov 14, 2017
Jupyter Notebook

georgegach /w2v

Client-side Javascript Word2Vec text model loader

javascript word2vec w2v clinet-side

UpdatedAug 18, 2018
JavaScript

shivamgupta7 /Amazon-Fine-Food-Reviews

Amazon Fine Food Reviews is classification Sentiment Analysis problem. Classify the positive and negative reviews given by Amazon users. Given some product-based features and related reviews in text data. Featuring data and apply various Machine Learning techniques to classify reviews.

eda naive-bayes-classifier logistic-regression tf-idf bow tsne decision-tree-classifier svm-classifier w2v knn-classification random-forest-classifier xgboost-model amazon-fin

UpdatedApr 30, 2019
Jupyter Notebook

mizzle-toe /find-your-dream-job

Scraping, processing and analyzing job offers to help job seekers on their journey. Technologies used: Selenium, SQL, Word2Vec/Doc2vec, Google Cloud, Docker, FastAPI, Streamlit. Capstone project for Le Wagon Data Science Bootcamp.

nlp database pipeline skills doc2vec w2v job-offers scraped-jobs

UpdatedMay 1, 2021
Jupyter Notebook

ianovski /google-play-store-nlp

A tool for analyzing Google Play Store reviews

nlp docker spark bert w2v customer-reviews classify-reviews

UpdatedOct 29, 2020
Python

mr8bit /SberOnline

🥇 Решение трека Sberbank Online по классификации пользовательских отзывов о приложении Sberbank Online в AppStore и Google Play.

topic-modeling w2v abae

UpdatedApr 30, 2021
Python

AimVoma /Sentiment-Mining

Graduation Project - Sentiment Mining

nlp random-forest word-embeddings logistic-regression glove adaboost t-sne sparse-vectors fasttext support-vector-machines ensemble-model w2v sentiment-classification multinomial-naive-bayes eli5 fine-tuning elmo d2v

UpdatedDec 5, 2019
Python

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