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78 search results found

Nlp_ability ⭐ 4,337

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提

Nlper Interview ⭐ 1,746

该仓库主要记录 NLP 算法工程师相关的面试题

Magnitude ⭐ 1,542

A fast, efficient universal vector embedding utility package.

Word2vec Api ⭐ 1,303

Simple web service providing a word embedding model

Repo 2017 ⭐ 1,146

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

Conceptnet Numberbatch ⭐ 1,114

Text2vec ⭐ 829

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

Lightnlp ⭐ 725

基于Pytorch和torchtext的自然语言处理深度学习框架。

Ngram2vec ⭐ 638

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

Ner Lstm ⭐ 528

Named Entity Recognition using multilayered bidirectional LSTM

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

Lmdb Embeddings ⭐ 399

Fast word vectors with little memory usage in Python

Word Embedding ⭐ 372

Word2vec, Fasttext, Glove, Elmo, Bert, Flair pre-train Word Embedding

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

Deep Learning For Nlp Resources ⭐ 338

List of resources to get started with Deep Learning for NLP.

Natural Language Processing ⭐ 336

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

Chinese Word2vec ⭐ 319

word2vec/glove/swivel binary file on chinese corpus

BNLP is a natural language processing toolkit for Bengali Language.

Textclf ⭐ 217

TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextR

Text_similarity ⭐ 189

Text Similarity

Embedding As Service ⭐ 182

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

Chinsese_word_vectors ⭐ 166

Chinsese_word_vectors

Compact high quality word embeddings for Russian language

Wordembeddings Elmo Fasttext Word2vec ⭐ 129

Using pre trained word embeddings (Fasttext, Word2Vec)

Hierarchical Attention Network ⭐ 117

Implementation of Hierarchical Attention Networks in PyTorch

Simple Sentence Similarity ⭐ 97

Exploring the simple sentence similarity measurements using word embeddings

Glove As A Tensorflow Embedding Layer ⭐ 90

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.

Pytorch Wordemb ⭐ 83

Load pretrained word embeddings (word2vec, glove format) into torch.FloatTensor for PyTorch

Embeddings.jl ⭐ 76

Functions and data dependencies for loading various word embeddings (Word2Vec, FastText, GLoVE)

Finalfusion Rust ⭐ 74

finalfusion embeddings in Rust

📝Natural language processing (NLP) utils: word embeddings (Word2Vec, GloVe, FastText, ...) and preprocessing transformers, compatible with scikit-learn Pipelines. 🛠

Vectorsinsearch ⭐ 59

Dice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon my conceptual search and semantic search work from 2015

Glove Experiments ⭐ 54

GloVe word vector embedding experiments (similar to Word2Vec)

Word Embedding With Python ⭐ 52

word2vec, doc2vec, GloVe implementation with Python

Cs224d Deep Learning For Nlp ⭐ 52

Notes, code, and other resoruces for auditing the course CS224d: Deep Learning for Natural Language Processing

Keras Text To Image ⭐ 50

Translate text to image in Keras using GAN and Word2Vec as well as recurrent neural networks

Codenames ⭐ 47

Codenames AI using Word Vectors

Text Classification Pytorch ⭐ 47

Implementation of papers for text classification task on SST-1/SST-2

Word2vec Flask Api ⭐ 26

Flask API for Word2vec

Word2vec ⭐ 26

Word2vec implemented in nim.

Servenet ⭐ 24

Service Classification based on Service Description

Podcast Recommendation Engine ⭐ 19

🎤 Building a content-based podcast recommender system using NLP

Nlp_from_zero_to_one ⭐ 19

主要是实现nlp常用网络以及结果比较，各模型的优劣势，如:FastText,TextCNN,Text

Cs224n Nlp With Deep Learning ⭐ 17

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

Emotionrecognition ⭐ 16

Emotion Detection using CNN and LSTM

Nlp Paper ⭐ 16

🎨 🎨NLP 自然语言处理教程 🎨🎨 https://dataxujing.github.io/NLP-paper/

Pydeeplearn ⭐ 15

pydeeplearn is a simple deep learning library written from scratch entirely in Python (CNN / RNN)

Psychwordvec ⭐ 15

🔜 Integrative Toolbox of Word Embedding Research for Psychological Science.

A suite of tools for text preparation, vectorization and processing for deep learning with Keras.

Torch Word Emb ⭐ 13

load word embeddings to Torch.Tensor

Neuraldenoising ⭐ 11

Neural-based Noise Filtering from Word Embeddings

Keyword_i2x ⭐ 10

Generates the most important key-phrase/key-words from a document based on a corpus

Artificial Vision And Language Processing For Robotics ⭐ 10

Sentence Selectionn ⭐ 9

Keras sentence classification

Nlp_programs ⭐ 9

本repo使用tensorflow2实现NLP中常见的模型：文本相似度分析、文本摘要、文本生成、机器

Word_embeddings_workshop_resources ⭐ 9

Learning Ontologies Via Embeddings

Twitter_sentiment_analysis_part10 ⭐ 9

Twitter sentiment analysis part 9: Neural Networks with Doc2Vec, Word2Vec, GloVe

Word2vec Web Visualization ⭐ 8

Interactive D3.js visualization for word2vec datasets

Sentenceclassifier ⭐ 8

PyTorch Sentence Classifier (CNN RNN)

Msc_multi_label_zeroshot ⭐ 8

Code for master thesis on Zero-Shot Learning in multi-label scenarios

Playground ⭐ 8

store my personal project

Pip Experiments ⭐ 7

Twitter Stance Classification By Tensorflow ⭐ 7

Interpreting Word2vec ⭐ 7

Wiki_zh_vec ⭐ 7

a python autotool for train Chinese wiki corpus to word embeddings using word2vec ,glove and lexvec.

Twitter bot detection using deep learning.

Compare_word_embedding ⭐ 7

意味表現学習

Bilinear Attention Networks for Korean Visual Question Answering

Security Intelligence On Exchanged Multimedia Messages Based On Deep Learning ⭐ 6

Deep learning (DL) approaches use various processing layers to learn hierarchical representations of data. Recently, many methods and designs of natural language processing (NLP) models have shown significant development, especially in text mining and analysis. For learning vector-space representations of text, there are famous models like Word2vec, GloVe, and fastText. In fact, NLP took a big step forward when BERT and recently GTP-3 came out. Deep Learning algorithms are unable to deal with te

Word_similarity ⭐ 6

Word similarity calculation methods including WordNet-based, google search based, LSA, LDA, Word2Vec, Fasttext, GloVe, ELMo, BERT

Easyembed ⭐ 5

downloading pre-trained embedding easily and keeping only the necessary amount of embedding while training

Large Scale Text Classification ⭐ 5

Large Scale benchmarking of state of the art text vectorizers

In Depth Question Classification Using Convolutional Neural Networks ⭐ 5

In this project, we develop a question classifier that used the UIUC's question classification data set to train a convolutional neutral network to classify among 50 classes. With our model, we were able to achieve results that are on par with the current methods on the primary categories, while for the secondary categories, our model outperformed the state-of-the-art results for this data set.

Masters Thesis Ml ⭐ 5

Repository for my master's thesis in machine learning at UiB

Deep Learning For Natural Language Processing ⭐ 5

Solve your natural language processing problems with smart deep neural networks

Embedding Visualization ⭐ 5

This is a project for visualizing word embeddings based on the work of Andrei Kashcha (@anvaka).

A package for reading/writing files containing pre-trained word embeddings and building "embedding matrices".

Related Searches

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Natural Language Processing Word2vec (515)

Embeddings Word2vec (358)

Vector Word2vec (339)

Word2vec Gensim (243)

Embeddings Glove (239)

Word2vec Word Embeddings (223)

Jupyter Notebook Glove (220)

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