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Search results for keras word2vec

47 search results found

Deep Learning With Keras Notebooks ⭐ 1,868

Jupyter notebooks for using & learning Keras

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.

Repo 2017 ⭐ 1,146

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

Deep_learning_nlp ⭐ 359

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

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

Ml Projects ⭐ 243

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

Debug_seq2seq ⭐ 231

[unmaintained] Make seq2seq for keras work

Word2vec Keras In Gensim ⭐ 185

word2vec uisng keras inside gensim

Repo 2016 ⭐ 105

R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation

Cyber Matrix Ai ⭐ 53

Collection of cyber security and "AI" relevant topics

Textclassification ⭐ 52

deep learning in text classification(keras)

Keras Text To Image ⭐ 50

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

Sentiment Analysis Of Tweets In Russian ⭐ 46

Sentiment analysis of tweets in Russian using Convolutional Neural Networks (CNN) with Word2Vec embeddings.

Lyrics Generator ⭐ 39

Generating lyrics with a recurrent neural network

Zero Shot Learning ⭐ 36

Implementation of Zero-Shot Learning algorithm using Word2Vecs as class embeddings

Neural Networks ⭐ 34

All about Neural Networks!

Text Classification Cn ⭐ 33

中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法

Siamese Sentence Similarity ⭐ 33

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

Cnn Question Classification Keras ⭐ 29

Chinese Question Classifier (Keras Implementation) on BQuLD

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.

Servenet ⭐ 24

Service Classification based on Service Description

Ml Spam Sms Classification ⭐ 23

Naive Bayesian, SVM, Random Forest Classifier, and Deeplearing (LSTM) on top of Keras and wod2vec TF-IDF were used respectively in SMS classification

cnn lstm的关系识别 ,keras实现网络结构简单.多分类

Pl Sentiment Analysis ⭐ 19

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.

Question Classification With Multi Level Attention Mechanism And Keras ⭐ 15

question classification with multi-level attention mechanism 使用多层级注意力机制和keras实现问题分类

Sequence Translation ⭐ 14

RNN encoder/decoder model for sequence translation

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

Sentiment Analysis Cnn ⭐ 13

Sentiment Analysis using Convolution Neural Networks(CNN) and Google News Word2Vec

Sentiment Analysis Twitter Word2vec Keras ⭐ 13

A tweet sentiment classifier using word2vec and Keras. This Keras model can be saved and used on other tweet data, like streaming data extracted through the tweepy API.

Cail Ccl 2019 ⭐ 11

CAIL-CCL-2019相似案例匹配三等奖解决方案

Text Vectorian ⭐ 9

Deepexperiments ⭐ 9

TensorFlow/Keras experiments on computer vision and natural language processing

Sentence Selectionn ⭐ 9

Keras sentence classification

Research Paper Summarization ⭐ 9

Text Summarization for Research Papers

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.

Repository for the free online book Oddly Satisfying Deep Learning from Scratch (link below!)

Word2vec Nlc ⭐ 7

Natural Language Classifier writtern with word2vec

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

Beyond_word2vec ⭐ 6

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

Roman Urdu Abusive Comment Detector ⭐ 6

detects abusive comments

Automatic Image Annotation ⭐ 5

cnn tags automatic-annotation keras image-annotation word2vec python

Sentiment_embeddings ⭐ 5

A scientific benchmark and comparison of the performance of sentiment analysis models in NLP on small to medium datasets

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.

Deep Learning For Natural Language Processing ⭐ 5

Solve your natural language processing problems with smart deep neural networks

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