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16 search results found

Deep Learning V2 Pytorch ⭐ 4,973

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanod

Pytorch Sentiment Analysis ⭐ 4,133

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Lstm Sentiment Analysis ⭐ 844

Sentiment Analysis with LSTMs in Tensorflow

Tf Rnn Attention ⭐ 703

Tensorflow implementation of attention mechanism for text classification tasks.

Thesemicolon ⭐ 312

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Hey Jetson ⭐ 189

Deep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.

Pytorch Sentiment Neuron ⭐ 171

Rcnn Text Classification ⭐ 116

Tensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)

Rnn Text Classification Tf ⭐ 112

Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification

Pytorch_sentiment_rnn ⭐ 64

Example Recurrent Neural Networks for Sentiment Analysis (Aspect-Based) on SemEval 2014

Ml2017fall ⭐ 63

Machine Learning (EE 5184) in NTU

Bidisentiment ⭐ 60

Two-way deep RNN for sentiment classification.

The implementation of ACL 2019 paper DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction

Sentiment Analysis Of Netflix Reviews ⭐ 39

Sentiment Analysis LSTM recurrent neural network's.

Overview And Benchmark Of Traditional And Deep Learning Models In Text Classification ⭐ 38

Stock Prediction ⭐ 37

LSTM RNN for sentiment-based stock prediction

Neural Networks ⭐ 34

All about Neural Networks!

Lexicon_rnn ⭐ 30

Context-Sensitive Lexicon Features for Neural Sentiment Analysis

Stocktwits Sentiment ⭐ 28

Stocktwits market sentiment analysis in Python with Keras and TensorFlow.

Pytorch Sentiment Analysis ⭐ 28

char-rnn implementation for sentiment analysis on twitter data

Sentiment Analysis Tensorflow ⭐ 26

Sentiment Analysis with a simple LSTM network using TensorFlow

Structured Self Attentive Sentence Embedding ⭐ 23

Re-Implementation of "A Structured Self-Attentive Sentence Embedding" by Lin et al., 2017

Lstm Stock Predictor ⭐ 22

Using past price data and sentiment analysis from news and other documents to predict the S&P500 index using a LSTM RNN. Idea replicated from https://arxiv.org/abs/1912.07700 and https://arxiv.org/abs/1010.3003.

Sentiment Analysis Pytorch ⭐ 18

Sentiment analysis in Pytorch on an IMDb dataset.

Nlp_pytorch_tensorflow_notebooks ⭐ 17

Deep Learning for NLP Python Notebooks in PyTorch and TensorFlow

Hands On Nlp With Pytorch ⭐ 15

Collection of Notebooks for Natural Language Processing with PyTorch

Pythorch Text Classification ⭐ 11

对豆瓣影评进行文本分类情感分析，利用爬虫豆瓣爬取评论，进行数据清洗，分词，采用BERT、CNN、LS project for text classification, based on torch 1.7.1

Sentiment Analysis With Rnn And Cnn ⭐ 11

Project of SJTU-CS438 Internet-based Information Extraction Technologies

Analyze Turkish Sentiment ⭐ 11

Sentiment Analysis on Turkish Texts using LSTM with Keras

Sentiment Analysis via RNN, RNTN. Based on Stanford's Sentiment Analysis page.

Sentiment Analysis For Product Reviews ⭐ 9

Sentiment Analysis using LSTM cells on Recurrent Networks. GloVe word embeddings were used for vector representation of words. Amazon Product Reviews were used as Dataset.

Deep_learning_course ⭐ 9

Notebooks pour le cours Deep Learning de zéro à la certification Tensorflow

Udacity Deep Learning Nanodegree ⭐ 8

The course is contained knowledge that are useful to work on deep learning as an engineer. Simple neural networks & training, CNN, Autoencoders and feature extraction, Transfer learning, RNN, LSTM, NLP, Data augmentation, GANs, Hyperparameter tuning, Model deployment and serving are included in the course.

Sentiment Analysis Imdb Movie Review ⭐ 8

Recurrent Neural Network to classify the sentiments of the IMDb Movie Review.

Mxnet Sentiment Analysis ⭐ 8

Sentiment Analysis implemented using Gluon and MXNet

Sentiment_analysis ⭐ 7

I have built a model which will predict the sentiment of movie reviews. I used Naive-Bayes, SVM, and RNN+LSTM based model to obtain really good result.

Rnn Attention Network ⭐ 7

Here a simple implementation of RNN + attention neural network on IMDB movie reviews.

Udacity Deeplearning Nanodegree Phase2 ⭐ 6

Out of ten thousand students in the Facebook PyTorch Scholarship Challenge, as one of the top 300 students from the first phase, PyTorch Scholarship Challenge from Facebook I have earned full scholarships to Udacity’s DLND program.

Multi Attention Recurrent Network Marn Aaai2018 ⭐ 6

Implementation of MARN AAAI18 in pytorch

Cryptocurrency Analysis Python ⭐ 6

Time series forecasting using RNN, Twitter Sentiment Analysis and Turtle Trading Strategy applied on Cryptocurrency

Doc2vec_cnn_rnn ⭐ 6

This program also does sentiment analysis on IMDB movie reviews, but the reviews are first preprocessed with gensim's Doc2Vec that takes each review and converts the words to vectors. The vectorized words are then inputted into a CNN to find invariant features, followed by an RNN to learn the states. Accuracy after ten iterations with each word represented by a 128-length vector was 90.09%.

Tensorflow Rnn Tutorials ⭐ 5

Tutorial on English to Hindi Transliteration using Seq2Seq Architecture in Tensorflow

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