GitHub topics: cbow

Repositories

warda-tariqq/bartangi-lemmatizer-v2

Final version of Bartangi Lemmatizer and Word2Vec embeddings

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smilelight/lightNLP

基于Pytorch和torchtext的自然语言处理深度学习框架。

Language: Python - Size: 49.3 MB - Last synced at: 5 days ago - Pushed at: over 4 years ago - Stars: 832 - Forks: 212

BlackKakapo/Romanian-Word-Embeddings

Romanian Word Embeddings. Here you can find pre-trained corpora of word embeddings. Current methods: CBOW, Skip-Gram, Fast-Text (from Gensim library). The .vec and .model files are available for download (all in one archive).

Size: 76.2 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 12 - Forks: 0

predict-idlab/pyRDF2Vec

🐍 Python Implementation and Extension of RDF2Vec

Language: Python - Size: 5.61 MB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 256 - Forks: 53

warchildmd/game2vec

TensorFlow implementation of word2vec applied on https://www.kaggle.com/tamber/steam-video-games dataset, using both CBOW and Skip-gram.

Language: Jupyter Notebook - Size: 16.3 MB - Last synced at: 15 days ago - Pushed at: over 6 years ago - Stars: 73 - Forks: 6

bloomberg/koan

A word2vec negative sampling implementation with correct CBOW update.

Language: C++ - Size: 378 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 260 - Forks: 18

anishLearnsToCode/word-embeddings

Continuous Bag 💼 of Words Model to create Word embeddings for a word from a given Corpus 📚 and then Performing PCA ↕ and Reational Mapping using the Embeddings.

Language: Jupyter Notebook - Size: 8.44 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

FraLotito/pytorch-continuous-bag-of-words

The Continuous Bag-of-Words model (CBOW) is frequently used in NLP deep learning. It's a model that tries to predict words given the context of a few words before and a few words after the target word.

Language: Python - Size: 6.84 KB - Last synced at: 27 days ago - Pushed at: almost 5 years ago - Stars: 86 - Forks: 30

dccuchile/rivertext

RiverText is a framework that standardizes the Incremental Word Embeddings proposed in the state-of-art. Please feel welcome to open an issue in case you have any questions or a pull request if you want to contribute to the project!

Language: Python - Size: 9.85 MB - Last synced at: 25 days ago - Pushed at: 3 months ago - Stars: 22 - Forks: 1

TahirZia-1/NLP-TextClassify

A hands-on NLP project comparing classic ML models (Naïve Bayes, SVM, Logistic Regression) and ANNs for text classification using SMS Spam and 20 Newsgroups datasets.

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38832/Natural-Language-Processing

This repository features NLP and deep learning projects using LSTM, Bidirectional LSTM, Word2Vec, and TF-IDF, implemented with TensorFlow, Keras, and Scikit-Learn.

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estamos/word2vec-thesis

🎓 Diploma Thesis | A Word2vec comparative study of CBOW and Skipgram

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FrancescoPaoloL/LearningNLP

This repository contains what I'm learning about NLP

Language: Python - Size: 12.2 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 3 - Forks: 0

astonizer/cbow

CBOW implementation

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zahediparsa/NLP_TA_UOK

This repository contains exercises designed for students in the Natural Language Processing (NLP) course at the University of Kurdistan, taught by Dr. Fatemeh Daneshfar. The course took place from February 2024 to July 2024.

Size: 1.92 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

spaceshark123/Word2Vec

Java implementation of the Word2Vec algorithm supporting CBOW and Skip-gram models. Features include training on custom corpora, vector operations, and similarity calculations. Ideal for NLP tasks like finding similar words and word analogies.

Language: Java - Size: 2.6 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

BlackKakapo/Icelandic-Word-Embedding

Icelandic Word Embeddings. Here you can find pre-trained corpora of word embeddings. Current methods: CBOW, Skip-Gram, Fast-Text (from Gensim library). The .model file are available for download.

Size: 29.3 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 4 - Forks: 0

nisharathod231/Comparison_Analysis_of_embeddings

Pretained word2vec developed by Google is used to analyze the quality of the embedding.

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madhu102938/BPE-CBOW

implementation of BPE algorithm and training of the tokens generated

Language: Python - Size: 7.69 MB - Last synced at: 2 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

Cloud-Tech-AI/neural-networks

Implementation of different versions of FeedForward Neural Network in python from scratch. The repository includes, Backpropagation, Dimensionality Reduction with Autoencoder and Word2Vec model (CBOW).

Language: Python - Size: 1.63 MB - Last synced at: 5 days ago - Pushed at: 11 months ago - Stars: 3 - Forks: 0

azret/bow

Language: C# - Size: 28.6 MB - Last synced at: 11 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

jose-de-melo/minicurso-introducao-a-word-embeddings

Material do Minicurso "Introdução a Word Embeddings" da Semana Acadêmica 2019-1, do curso de Tecnologia em Sistemas para Internet.

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faezeh-gholamrezaie/Vectorization-Techniques-tutorial

Vectorization Techniques in Natural Language Processing Tutorial for Deep Learning Researchers

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bentocussei/word2vec_semantic_similarity

Similaridad de Palabras en un corpus. Word2vec, representacion del significado de una palabra dado un contexto

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jayybhatt/Deep-Learning

Repository for the Google Deep Learning Course on Udacity.

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victor-iyi/Word2Vec

Word2Vec implementation in tensorflow

Language: Python - Size: 4.45 MB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

deba-iitbh/word2vec-models

Word2Vec Models implemented in Pytorch

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sindre0830/Word-Vectors

This repository implements different architectures for training word embeddings.

Language: Python - Size: 1.44 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

JNZJUa/Exp3forZJUPSY_SS2024

本项目为浙江大学《信号与认知系统》2024春学期课程，作业3代码与数据集。关键词：CBOW；GLOVE；SKIP-GRAM。

Language: Python - Size: 13.7 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

waynemystir/stanford-cs224n

My solutions to the class assignments

Language: Python - Size: 68.9 MB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 0

yuhexiong/cbow-word2vec-pca-nlp-python

Language: Python - Size: 313 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

iAmKankan/Natural-Language-Processing-NLP-Tutorial

NLP tutorials and guidelines to learn efficiently

Size: 123 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 1

Hedrax/16-MBTI-Prediction-Based-On-Social-Text

The Use Of Classical Classification to Distinguish between 16 MBTI given a vectorized text using CBOW, BERT Models vs Classification using The LSTM model

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rhnfzl/keras-word-embedding

Keras implementation of skipgram and cbow

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kshitizdoon/NLP

Natural Language Processing using python

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siddharthshah3030/Aavartan-2018

official website of aavartan-2018 (Techfest of NITRR)

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qiaomengrui/NLP-word2vec-model

NLP word2vec model knowledge points

Language: Python - Size: 347 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

changwookjun/learningspoons

nlp lecture-notes and source code

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mlampros/fastTextR 📦

Efficient learning of word representations

Language: C++ - Size: 537 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 23 - Forks: 2

shayneobrien/text-cluster

Offline and online (i.e., real-time) annotated clustering methods for text data.

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shayneobrien/sentiment-classification

Neural sentiment classification of text using the Stanford Sentiment Treebank (SST-2) movie reviews dataset, logistic regression, naive bayes, continuous bag of words, and multiple CNN variants.

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SeanLee97/nlp_learning 📦

结合python一起学习自然语言处理 (nlp): 语言模型、HMM、PCFG、Word2vec、完形填空式阅读理解任务、朴素贝叶斯分类器、TFIDF、PCA、SVD

Language: Python - Size: 1.75 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 231 - Forks: 91

zxuu/Word2Vector-skip_gram

用skip-gram或者CBOW训练自己的词向量

Language: Python - Size: 2.84 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Surya-Prakash-Reddy/Word2Vec

Built and trained a Word2Vec which is a word embedding model

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Anwarvic/CS224n--NLP-with-Deep-Learning

This repo contains my solution to the Stanford course "NLP with Deep Learning" under CS224n code. Here, you can find the solution for all classes starting form 2018

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zhangyafeikimi/word2vec-win32

A word2vec port for Windows.

Language: C - Size: 144 KB - Last synced at: about 1 year ago - Pushed at: almost 8 years ago - Stars: 47 - Forks: 42

MirunaPislar/Word2vec

word2vec implementation (for skip-gram and cbow) and simple application of word2vec in sentiment analysis

Language: Python - Size: 5.51 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 15 - Forks: 7

SolomonAmaning/Sentiment-Analysis

This project was carried out to extract and predict sentiments from amazon reviews

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rodosingh/Intro-NLP-IIITH

Course Materials (along with assignments) for Intro to NLP, done as a part for requirement of the course "Introduction to NLP" (course-code: CS7.401.S22) @ IIITH. Note: If you are cloning this or taking help of this repo, try to star the repo.

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