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Search results for tensorflow word2vec

99 search results found

Deeplearning ⭐ 7,463

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Deep Learning 21 Examples ⭐ 3,883

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

Tensorflow Tutorials ⭐ 2,123

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

Nlp Journey ⭐ 1,563

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.

Facebook Messenger Bot ⭐ 704

Facebook chatbot that I trained to talk like me using Seq2Seq

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

Cs224n Learning Camp ⭐ 596

Vectorhub ⭐ 546

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)

Ner Lstm ⭐ 528

Named Entity Recognition using multilayered bidirectional LSTM

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

Always Learning ⭐ 341

404 Not Found的知识库：计算机理论基础、计算机技术基础、底层研究、安全技术、安全研究、人工智能、企业安全

Zh_cnn_text_classify ⭐ 333

基于CNN的中文文本分类算法（可应用于垃圾邮件过滤、情感分析等场景）

Text_summurization_abstractive_methods ⭐ 310

Multiple implementations for abstractive text summurization , using google colab

Attentionwalk ⭐ 299

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow

Ml Projects ⭐ 243

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

Chameleon_recsys ⭐ 202

Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

Text Cnn ⭐ 198

嵌入Word2vec词向量的CNN中文文本分类

Text Pairs Relation Classification ⭐ 182

About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.

Embedding As Service ⭐ 182

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

Role2vec ⭐ 157

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

Chinese Book ⭐ 133

《深度学习：一起玩转TensorLayer》资源分享、讨论

Topically Driven Language Model ⭐ 105

Tensorflow code to train TDLM

Text_rnn_attention ⭐ 102

嵌入Word2vec词向量的RNN+ATTENTION中文文本分类

Self Attentive Emb Tf ⭐ 91

Simple Tensorflow Implementation of "A Structured Self-attentive Sentence Embedding" (ICLR 2017)

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.

Deep Learning For Beginners ⭐ 89

videos, lectures, blogs for Deep Learning

A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).

Game2vec ⭐ 61

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

Library for Korean morpheme and word vector representation

An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)

Natural Language Processing for Korean with Deep Learning

User Guide Tensorflow ⭐ 43

[Cloudframeworks]TensorFlow Chatbot - user guide / [云框架]TensorFlow Chatbot-用户指南

Deep Learning Nd Exercises ⭐ 41

Notes and coding exercises from the various lessons in Udacity's Deep Learning Nanodegree Foundation

Lyrics Generator ⭐ 39

Generating lyrics with a recurrent neural network

Tensorflow Chatbot Chinese ⭐ 39

網頁聊天機器人 | tensorflow implementation of seq2seq model with bahdanau attention and Word2Vec pretrained embedding

Gene2vec ⭐ 37

Gene2Vec: Distributed Representation of Genes Based on Co-Expression

Sentence Convnet ⭐ 36

A convolutional neural network to classify sentences, built with Tensorflow.

Item2vec ⭐ 35

Implement item2vec algorithm

Philo2vec ⭐ 35

An implementation of word2vec applied to [stanford philosophy encyclopedia](http://plato.stanford.edu/)

Neural Networks ⭐ 34

All about Neural Networks!

Siamese Sentence Similarity ⭐ 33

Keras and Tensorflow implementation of Siamese Recurrent Architectures for Learning Sentence Similarity

Tensorflowdl Samples ⭐ 32

『TensorFlowではじめる DeepLearning実装入門（impress top gear）』のサンプルプログラムです。

Iustdeeplearningwithtensorflow ⭐ 31

Deep Learning with TensorFlow Course at Iran University of Science and Technology

Chinese Text Classification With Cnn Tf ⭐ 30

中文文本分类(目前是二分类)

Fsauor2018 ⭐ 27

基于LSTM网络与自注意力机制对中文评论进行细粒度情感分析

Voice_chatbot ⭐ 26

Chatbot in russian with speech recognition using PocketSphinx and speech synthesis using RHVoice. The AttentionSeq2Seq model is used. Imlemented using Python3+TensorFlow+Keras.

Image2text ⭐ 24

A deep learning project to tell a story with an image or a video.

Question Classification Cnn Rnn Attention ⭐ 24

针对百度知道电影问答数据的问题分类 question classification for zhidao.baidu.com in movie domain

Tf Word2vec ⭐ 22

TensorFlow implementation of word2vec

Identifying Human Mobility via Trajectory Embeddings(TUL)

Repository for Book 《TensorFlow 2.0 入门实践》

Learningspoons ⭐ 20

nlp lecture-notes and source code

Lstm_attention_tf ⭐ 20

Add attention layer to LSTM/word2vec model for sentiment analysis using tensorflow

Persian Sentiment Analyzer ⭐ 20

Persian sentiment analysis ( آناکاوی سهش های فارسی | تحلیل احساسات فارسی )

Like2vec_tensorflow ⭐ 19

Implementing Like2Vec (Word2Vec for users or items) using TensorFlow

Nce Loss ⭐ 18

Tensorflow NCE loss in Keras

Word Embeddings From Scratch ⭐ 17

Creating word embeddings from scratch and visualize them on TensorBoard. Using trained embeddings in Keras.

Dilation Gate CNN For Machine Reading Comprehension

Quora_question_pairs_nlp_kaggle ⭐ 15

Quora Kaggle Competition : Natural Language Processing using word2vec embeddings, scikit-learn and xgboost for training

Skip Gram Chinese ⭐ 15

skip-gram for Chinese word2vec base on tensorflow

Grad Cam Text ⭐ 15

Implementation of Grad-CAM for text.

Sentence_word2vec ⭐ 15

word2vec with a context based on sentences.

Text Classification ⭐ 14

A collection of text classification algorithms in tensorflow: cnn, rnn, attention, bert, capsule, clstm, rcnn

Kaggle_redefining_cancer_treatment ⭐ 14

Personalized Medicine: Redefining Cancer Treatment with deep learning

Skip Thought Tensorflow ⭐ 13

Skip-Thought Vectors implement by tensorflow

Word2vec Pt ⭐ 12

Tensorflow implementation of the Skipgram model with different scripts to train Portuguese word embeddings.

인스타그램 태그를 Word2vec으로 학습시킨 태그 벡터 공간입니다.

CS20 (Tensorflow) 정리

Slotfilling ⭐ 12

Using Tensorflow to train a slot-filling & intent joint model

Word2vec ⭐ 11

Re-implementation of Word2Vec using Tensorflow v2 Estimators and Datasets

Brunch_nafma ⭐ 11

Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .

Yassqueendb ⭐ 10

Graph database library that allows you to store, analyze, and search through your data in a graph format. By using the Universal Sentence Encoder, it provides an efficient and semantic approach to handle text data. 📚🧠🚀

Nepali_word2vec ⭐ 10

Word2vec model using Google's Tensorflow for Nepali Language

Cs224n_assignments ⭐ 10

Stanford University cs224n Assignments solutions

Emosense Semeval2019 Task3 Emocontext ⭐ 9

Deep-learning system presented in "EmoSence at SemEval-2019 Task 3: Bidirectional LSTM Network for Contextual Emotion Detection in Textual Conversations" at SemEval-2019.

Research Paper Summarization ⭐ 9

Text Summarization for Research Papers

Deepexperiments ⭐ 9

TensorFlow/Keras experiments on computer vision and natural language processing

Caltech Cs11 Tensorflow ⭐ 9

Repository for a TensorFlow class I taught at Caltech.

Deeplearning 21 Examples ⭐ 8

Crypto Lstm 3 ⭐ 8

💵 Using word2vec to predict trends in cryptocurrency.

Twitter Stance Classification By Tensorflow ⭐ 7

Deeplearning.ai Coursera ⭐ 7

This repository contains programming assignments and research paper refrenced in the deeplearning.ai specialization by Andrew-Ng on Coursera.

Deep Learning ⭐ 7

Implemented the deep learning techniques using Google Tensorflow that cover deep neural networks with a fully connected network using SGD and ReLUs; Regularization with a multi-layer neural network using ReLUs, L2-regularization, and dropout, to prevent overfitting; Convolutional Neural Networks (CNNs) with learning rate decay and dropout; and Recurrent Neural Networks (RNNs) for text and sequences with Long Short-Term Memory (LSTM) networks.

Deepdirtycodes ⭐ 7

Experimental and exercising codes

Tfboard_word2vec ⭐ 6

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

Learn Nlp Luhuibo ⭐ 6

记录学习NLP之路，一起加油

Entity2embedding ⭐ 6

A python package for word2vec

Assignment Nlp ⭐ 6

homework in NLP class

Beyond_word2vec ⭐ 6

Deep learning architectures to embed multi-word units into a vector space maximizing similarity between units of different sizes.

MHC-antigen affinity prediction using TensorFlow.

Santander Questions Classification ⭐ 5

🥈 Second Place Solution - Public Leaderboard Top 3 - 0.86639 | Clasificación de preguntas de clientes | Escuela de Ciencias Informáticas 2020. Universidad de Buenos Aires y Banco Santander.

Machinelearningalgorithmderivation ⭐ 5

机器学习常用算法推导

Neural Poet ⭐ 5

Poetry sampled from a Recurrent Neural Network language model

Relation_extraction ⭐ 5

use cnn to extraction relation in chinese.

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