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81 search results found

Spark Nlp ⭐ 3,578

State of the Art Natural Language Processing

Chatbot_cn ⭐ 850

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等

Lstm Sentiment Analysis ⭐ 844

Sentiment Analysis with LSTMs in Tensorflow

Tf Rnn Attention ⭐ 703

Tensorflow implementation of attention mechanism for text classification tasks.

Stock Market Prediction Web App Using Machine Learning And Sentiment Analysis ⭐ 460

Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecasts stock prices of the next seven days for any given stock under NASDAQ or NSE as input by the user. Predictions are made using three algorithms: ARIMA, LSTM, Linear Regression. The Web App combines the predicted prices of the next seven days with the sentiment analysis of tweets to give recommendation

Natural Language Toolkit for Malaysian language, https://malaya.readthedocs.io/

Aspect Based Sentiment Analysis ⭐ 413

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

Sentiment Analysis ⭐ 329

情感分析、文本分类、词典、bayes、sentiment analysis、TextCNN、classification、tensorflow、BERT、CN classification

Reactionrnn ⭐ 298

Python module + R package to predict the reactions to a given text using a pretrained recurrent neural network.

🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models

Text Cnn Tensorflow ⭐ 211

Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow

Multimodal Sentiment Analysis ⭐ 205

Attention-based multimodal fusion for sentiment analysis

Cnn Text Classification Keras ⭐ 204

Text Classification by Convolutional Neural Network in Keras

Deep Learning For Hackers ⭐ 196

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

Nsp Bert ⭐ 194

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

Hey Jetson ⭐ 189

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

French Sentiment Analysis With Bert ⭐ 124

How good is BERT ? Comparing BERT to other state-of-the-art approaches on a French sentiment analysis dataset

Aspect Extraction ⭐ 119

Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF

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

Aspect Based Sentiment Analysis ⭐ 88

Aspect Based Sentiment Analysis

A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"

🚀🚀 Fetch, parse, categorize, summarize user reviews 🚀🚀

Finance_sentiment_corpus ⭐ 80

한국어 뉴스의 긍정, 부정이 레이블링 된 금융 뉴스 문장 감성 분석 데이터셋 (finance sentiment corpus) 입니다.

Deep Atrous Cnn Sentiment ⭐ 63

Deep-Atrous-CNN-Text-Network: End-to-end word level model for sentiment analysis and other text classifications

A TensorFlow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis"

Bidisentiment ⭐ 60

Two-way deep RNN for sentiment classification.

Delayed Memory Update Entnet ⭐ 54

Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018

Char Cnn Text Classification Tensorflow ⭐ 52

Simple Convolutional Neural Network (CNN) for sentiment classification of Chinese movie reviews.

Sarcasm Detection ⭐ 52

Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.

Document level Attitude and Relation Extraction toolkit (AREkit) for sampling and prompting mass-media news into datasets for ML-model training

Charlstm ⭐ 48

Bidirectional Character LSTM for Sentiment Analysis - Tensorflow Implementation

Hierarchical Attention Networks ⭐ 47

TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"

Sentiment Analysis Of Netflix Reviews ⭐ 39

Sentiment Analysis LSTM recurrent neural network's.

Code of the paper "Visual Sentiment Analysis for Review Images with Item-Oriented and User-Oriented CNN", ACM MM'17

Arelight ⭐ 34

Granular Viewer of Sentiments Between Entities in Texts, powered by AREkit

Neural Networks ⭐ 34

All about Neural Networks!

bert sentiment analysis tensorflow serving with RESTful API

Sentiment Analysis with Deep Learning models. Implemented with Tensorflow and Keras.

Sentence Aspect Category Detection ⭐ 29

Aspect-Based Sentiment Analysis

Stocktwits Sentiment ⭐ 28

Stocktwits market sentiment analysis in Python with Keras and TensorFlow.

Ncov_sentiment ⭐ 28

疫情期间网民情绪识别比赛baseline，使用BERT进行端到端的fine-tuning，dataf

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

Sentiment Analysis Tensorflow ⭐ 26

Sentiment Analysis with a simple LSTM network using TensorFlow

Twitter Sentiment Analysis ⭐ 25

Sentiment Analysis on twitter using Keras / TensorFlow / GloVe

Tensorflow Sentiment Analysis On Amazon Reviews Data ⭐ 23

Implementing different RNN models (LSTM,GRU) & Convolution models (Conv1D, Conv2D) on a subset of Amazon Reviews data with TensorFlow on Python 3. A sentiment analysis project.

Cnn Lstm Network ⭐ 23

Tensorflow implementation of embed CNN-LSTM network for sentiment analysis task.

Persian Sentiment Analyzer ⭐ 20

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

Lstm_attention_tf ⭐ 20

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

Sentiment Analysis With Python ⭐ 19

Lectures in Urban Data Science Lab, Seoul

Sentiment Analysis Nlp ⭐ 18

Sentiment Analysis applied to different datasets such as IMDB

Nlp_pytorch_tensorflow_notebooks ⭐ 17

Deep Learning for NLP Python Notebooks in PyTorch and TensorFlow

Memnet_absa ⭐ 17

Dws2017sydney ⭐ 16

Code, Examples, Templates and Scripts for DataWorksSummit 2017 Sydney Talk

Neuralnets Semantics ⭐ 16

Word semantics Deep Learning with Vanilla Python, Keras, Theano, TensorFlow, PyTorch

Codice sorgente ed Errata Corrige del mio libro "A tu per tu col Machine Learning"

Tf Sentiment Docker ⭐ 15

A docker image for sentiment analysis on tensorflow

litNlp 是基于 Tensorflow2.0 实现的一个轻量级的深度情感极性分析库，可以实现细粒度的多级别情感极性训练和预测，是搭建情感分析和文本

Sarcasm_detection_using_tensorflow ⭐ 11

A deep learning model to detect sarcasm in plain text.

Stock_price_forecasting_hybrid_model ⭐ 11

Stock closing and opening forecasting using Deep neural network and LSTM(technical indicators included)

Analyze Turkish Sentiment ⭐ 11

Sentiment Analysis on Turkish Texts using LSTM with Keras

Sentence Based Sentiment Analysis ⭐ 11

Sentence Based Sentiment Analysis

Sentiment Analysis ⭐ 9

sentiment analysis using IMDB data set. The code uses tensorflow to implement a sequence2vec model

Hugging Face Tutorials ⭐ 9

Getting started with Hugging Face

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.

Deep_learning_course ⭐ 9

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

Tnet Tensorflow ⭐ 8

Implementation of https://arxiv.org/abs/1805.01086 by tensorflow

Deepcu Ijcai19 ⭐ 8

DeepCU: Integrating Both Common and Unique Latent Information for Multimodal Sentiment Analysis, IJCAI-19

Code and data for "Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction" (AAAI 2020)

Accepted at ACM Multimedia 2023 in the Open Source track.

Stanford_cs224u Nlu Course ⭐ 6

This repository contains my solution to the Stanford Course cs224u "Natural Language Understanding" Summer 2019

Sentiment Classification Of Amazon Fine Food Reviews ⭐ 6

A deep learning model (Bidirectional LSTM) using pretrained word embeddings to do sentiment analysis on Amazon fine food reviews dataset.

Unsupervised Domain Adaptation With Bert ⭐ 6

Unsupervised domain adaptation with BERT for Amazon food product reviews sentiment analysis.

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

Lstm Tensorflow ⭐ 6

Implementation of Long Short Term Memory networks in Tensorflow

Sentiment Analysis Cnn Ptbr ⭐ 6

Multilabel Convolutional Neural Network model to analyze and extract sentiments in texts in Brazilian Portuguese language.

Sentiment Analysis Of Covid 19 Tweets ⭐ 6

Texts from twitter has been collected to decide the impact, it has been causing the public .We took a testing dataset and used neural network – Model training for testing the retrieved tweets and gain prediction of the sentiments from their tweets.

Tensorflow Rnn Tutorials ⭐ 5

Tutorial on English to Hindi Transliteration using Seq2Seq Architecture in Tensorflow

Aa Nps Analysis ⭐ 5

NPS sentiment analysis

Imdb Sentiment Analysis ⭐ 5

Sentiment analysis on IMDb movie reviews

City Sentiment Detector Bert ⭐ 5

Classifying tweets from cities into Positive and Negative sentiment and determining happiness of that city.

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