Sitaras/Twitter-Covid-Vaccination-Data-Sentiment-Analysis

🦠| Sentiment analysis on tweets about covid-19 vaccinations using Soft-max Regression, FNN, RNN and BERT-Base-uncased.

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Vibhor-Kolte/Abstractive-Text-Summarizer

Automatic text summarization is the task of producing a concise and fluent summary while preserving key information content and overall meaning. In this project, the task was to design a deep learning based model to obtain abstractive text summarization

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soheilabadifard/Predicting-the-next-word

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GauravPahwa2021/Fake_News_Prediction

In this Project I basically develop a deep learning algorithm to identify that which article might be fake news or which is not.

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alik604/bioMedical-imaging

Many-in-one repo: The "MNIST" of Brain Digits - Thought classification, Motor movement classification, 3D cancer detection, and Covid detection

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AdiShirsath/Lyrics-Generator

Lyrics Generation using GPT2 and own created Bidirectional-lstm model

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hosseindamavandi/Fake-News-Detection

This repository contains AI models that identify deceptive content and combat misinformation

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noernimat/deep_learning_for_nlp

Sentiment analysis using deep learning

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peace195/aspect-based-sentiment-analysis

Aspect Based Sentiment Analysis

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philgookang/simple_bilstm_model

A simple many-to-one string generating Bidirectional LSTM using pytorch

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irenepisani/Pattern_Recognition

Intelligent system for pattern recognition: image, signal and text processing with deep learning and generative learning models.

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Shivang-Shrivastav/Natural-Language-Processing

Chatbot, LSTM, Bidirectional LSTM, NLP Classification

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deeptangshu29/Tweet-Sentiment-Analysis

Analyze tweets with Bidirectional LSTM for sentiment. Accurately gauge public opinions, enhance brand insights, and track sentiment shifts in real-time.

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ngoquanghuy99/POS-Tagging-BiLSTM-CRF

A Tensorflow 2, Keras implementation of POS tagging using Bidirectional LSTM-CRF on Penn Treebank corpus (WSJ)

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chloequinto/COVID-19-LSTM

Originally CPE 695 Final Project but extended work to focus on COVID-19

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xenaritu/Natural_Language_Processing

This repository aims is dedicated to exploring NLP problems using deep learning

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rid17pawar/Sentiment-Analysis-Model-Experiments

Experiments in the field of Sentiment Analysis using ML Algorithms namely Logistic Regression, Naive Bayes along with tfidf, one hot encoding, bag of words vectorization. Different MLP and RNN models viz. LSTM, GRU, Bidirectional LSTM. Lastly, state of the art BERT model

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awiksshiith-narang/model_learns_and_tries-to_communicate_in_hindi

This model generates text in Hindi. The data used for training is from Kaggle. Some sentences may be meaningless but the prediction of word after word is done. Bidirectional LSTM is used in model and Dropouts are used for better training.

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orestxherija/smm4h2018

Code for my submission to the Shared Task of the 2018 workshop on Social Media Mining for Health Applications

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kaispace30098/miniTimeSeries

Create a multi-output machine learning dataframe and apply LSTM/Bidirectional LSTM with Tensorflow early stopping/model Checkpoint callbacks to predict the temperature for next several days

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LorenzoGianassi/CorNetAttentionXML

This is a Pytorch implementation of the paper "Correlation Networks for Extreme Multi-label Text Classification" by Guangxu Xun, Kishlay Jha, Jianhui Sun, Aidong Zhang.

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patrikasvanagas/Bi-LSTM-Glove-Sentiment-Classification

End-to-end review sentiment classification with text preprocessing, Bidirectional Long Short-Term Memory networks and Glove embeddings.

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Aminullah6264/Pytorch-Action-Recognition

Action Recognition in Video Sequences using Deep Bi-directional LSTM with CNN Features

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kaustubhbhavsar/intent-classification

Multiclass Intent Classification using MLP, LSTM, and BERT (subtask: Topic Modelling).

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manashpratim/Sarcasm-Detection

Can sarcastic sentences be identified?

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SCK22/UrbanSoundClassification

Classifying daily sounds

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skyradez/Audio-based-Indonesia-Toxic-Language-Classification-using-RNN-Speech-Recognition-and-NLP

Audio-based Indonesia Toxic Language Classification using Recurrent Neural Network, Speech Recognition and Natural Language Processing.

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Tsyhankova/Master-s-thesis

Master's thesis on the topic "Comparison of building chatbots based on machine learning"

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bmarroc/deep-learning

Jupyter notebooks implementing Deep Learning algorithms in Keras and Tensorflow

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s0nya21/Deep-Learning--ag_news_subset-LSTM

A news article's title and description should be classified into the following groups in order to solve this classification problem: 1-World, 2-Sports, 3-Business and 4-Science/Tech .Here is a sequence of data. This is a sequential problem, thus we may use bidirectional LSTM for classification since we have access to the data.

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numbstudent/Confused-Student-EEG-Brainwave-Data-Classification-using-XGBoost

EEG Classification on dataset https://www.kaggle.com/datasets/wanghaohan/confused-eeg

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MarlonCajamarca/Keras-LSTM-Trajectory-Prediction

A Keras multi-input multi-output LSTM-based RNN for object trajectory forecasting

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temp3rr0r/Longsword-Stance-Model-Training

Longsword Stance Model Training Working demo: https://www.youtube.com/watch?v=v7hvOyPQ0EM Longsword Stance Model Training: Deep Learning model & training python scripts. The model is genenerated with Keras, as a multivariate Bidirectional Long-Short Term Memory (LSTM) network, for classification of longsword movement gestures. Softmax is being used as the activation function and sparse-categorical cross-entropy on the final dense layer

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OthmanMohammad/AmazonReviewNLP-Sentiment-Analysis-for-Customer-Reviews

AmazonReviewNLP is a deep learning project that utilizes LSTMs for sentiment analysis on Amazon customer reviews.

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Anna868/Arabic-Handwritten-OCR

A deep learning model (DCNNs+Bi LSTMs+CTC Loss) for identification of Handwritten Arabic Text

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steinst/ABLTagger

Augmented bi-directonal LSTM POS tagger

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lordtt13/Advanced-NLP

Recurrent Neural Networks and their fun little usage

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fzschornack/bi-lstm-crf-tensorflow

Bidirectional LSTM + CRF (Conditional Random Fields) in Tensorflow

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Ankit152/Emotions-Detection-NLP

Emotions dataset for NLP classification tasks.

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KevinDepedri/Sentiment-Analysis

Subjectivity removal and Polarity classification of movie reviews employing a shallow model (Multinomial Naive Bayes) and a deep model (Bidirectional LSTM with self-attention)

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pranaya-mathur/Deep-Learning-Projects

Used Tensorflow and Keras Framework

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sidharthgurbani/HAR-using-PyTorch

Implement Human Activity Recognition in PyTorch using hybrid of LSTM, Bi-dir LSTM and Residual Network Models

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asifahmed90/Cryptocurrency_Market_Prediction

Time Series based analysis of cryptocurrency prediction using deep learning models

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ApurbaSengupta/Text-Generation

Generating text sequences using attention-based Bi-LSTM

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keshavbhandari/Next-Basket-Recommendations

This repository contains my research work on building the state of the art next basket recommendations using techniques such as Autoencoders, TF-IDF, Attention based BI-LSTM and Transformer Networks

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erfunmirzaei/bi-directional-LSTM

Implemented a Neural Network based on bi-directional LSTM for the sentence-level relation classification- Deep Neural Network Course Project

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saket0510/Identifying-people-with-depression-based-on-social-media-presence-using-bidirectional-LSTM

A Bidirectional LSTM model is built to detect depressive tweets. This model is also compared with other models like GRU and LSTM

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KTong06/SentimentAnalysis

A two layered LSTM model to solve binary classification problem (positive and negative movie review)

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KTong06/-RNN-Article_Catagorizer

An LSTM model to label articles into 5 categories.

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abhishek-niranjan/tensorflow2-rnn-tutorials

Tensorflow 2.0 tutorials for RNN based architectures for textual problems

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Sarthak-1408/RNN-and-NLP

This Repo is totally based on RNN and NLP-related stuff.

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Mesut-Bilgin/Hotel-Reviews-Classifier

515k Hotel reviews classifier with bidirectional lstm

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phueb/DLSRL

Deep Bidirection LSTM for Semantic Role Labeling

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Shivang-Shrivastav/Semi-Ruled-Chatbot-Capstone-Project

Semi Rule based Chatbot, LSTM, Bi-Directional LSTM, TKinter

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lollinng/LanguageTranslation-using-Attention-mechanism

Bidirectional LSTM used with attention layers to translate german sentences to english sentences

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qcymkxyc/Bookshelf_recognization

BookShelf Structure损伤识别

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Shru-04/Raga-Classification-in-ICM

An innovative model developed in order to detect Raga of Hindustani Classical music.

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mbfakourii/NLP-persian-category

NLP persian category with digimag and persian_news Dataset

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Mehmet3793/Capstone-Project

This Repository contains the most important parts of my Capstone Project. The project was to build and then compare the performance of traditional ML Algorithms to Deep Learning Algorithms on text data. I learned a lot about Natural Language Processing. Compiled all my findings in a 30-page report as well as my power point presentation.

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tamlthari/vietnamese_handwritten_text_recognition_cinnamon_ocr

This is a solution to Cinnamon AI Challenge (https://drive.google.com/drive/folders/1Qa2YA6w6V5MaNV-qxqhsHHoYFRK5JB39) using convolutional, attention, bidirectional LSTM, achieving CER 0.081 WER 0.188 and SER 0.89

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devangi2000/Deep-Learning

A repository for deep learning implementations using TensorFlow and Keras

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adityakgp/commentToxicity

Deep Learning Bidirectional Long Short Term Memory model to classify toxic comments into various parameters of toxicity

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LeNguyenGiaBao/Predict_Next_Word

Predict The Next Word Using RNN

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bartkowiaktomasz/har-wisdm-bidirectional-lstm-rnns

Human Activity Recognition on the Wireless Sensor Data Mining (WISDM) dataset using Bidirectional LSTM Recurrent Neural Networks

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JediRhymeTrix/COSC-6339-HW3

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manashpratim/Tweet-Classification

Detect hate speech in tweets

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kritisingh24/Image_Classification

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ramyananth/Tag-Recommendation-System-RNN

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jungsoh/attention-neural-machine-translation

Neural machine translation network with an attention mechanism and its application to date translation

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CtrlAltFly/NLP_Sarcasm_Detection

Sarcasm Detection using NLP techniques

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rayjasson98/bi-lstm-sentiment-analysis

Sentiment analysis of news headlines using bidirectional Long Short-Term Memory (LSTM).

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Ahmad-Kaddour/BiDAF

Implementation of the Bi-Directional Attention Flow Model (BiDAF) in Python using Keras

Language: Python - Size: 9.52 MB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

iitrsamrat/deeplearning.ai.sequence-model-papers

Size: 21.5 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 17 - Forks: 8

Best-Brain-Gang/twitter_sentiment_analysis

This uses NLP sentiment analysis to analyze the Twitter data and the behaviour of stock prices particularly for Blizzard and CodeProjekt Red.

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demmojo/colabrnn

Train a bidirectional or normal LSTM recurrent neural network to generate text on a free GPU using any dataset. Just upload your text file and click run!

Language: Python - Size: 9.6 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 12 - Forks: 4

kartikmadan11/MultiChartsDLL

C++ and Python Library Files of MultiCharts

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shawnhan108/Attention-LSTMs

A set of notebooks that explores the power of Recurrent Neural Networks (RNNs), with a focus on LSTM, BiLSTM, seq2seq, and Attention.

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ozgen/lstm-ner-ingredient

Language: Python - Size: 23.5 MB - Last synced at: 7 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

shawnhan108/nature-notebook

A set of notebooks that leverage classical ML algorithms and DL neural nets using TF, Keras and Theano to address a series of issues in the field of conservation and biology.

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ReynaraEzra/Fake-News-Detection

Build an algorithm to determine if an article is fake news or not

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R4j4n/Generating-Laxmi-Prasad-Devkotas-Poem-Using-Bidirectional-LSTM

Nepali Poem Generation

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demmojo/text-rnn

text-rnn allows you to create modern neural network architectures which use modern techniques such as skip-embedding and attention weighting. Train either a bidirectional or normal LSTM recurrent neural network to generate text using any dataset. You can continue training a pre-trained model.

Language: Python - Size: 14.8 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

OthmanMohammad/Poetry-Generation

The model is character-based, for each character the model looks up the embedding, runs the GRU one timestep with the embedding as input, and applies the dense layer to generate logits predicting the log-likelihood of the next character.

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Ankit152/QuestionPair

A semantic similarity of question pairs using Glove + LSTMs.

Language: Python - Size: 45.9 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

Jaoaud/Capstone_Energy

Vorhersage des Preis der Ausgleichenergie (imbalance_price)

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edohgoka/Stock_Market_Analysis

Stock market analysis

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asifahmed90/Yelp-Review-Analysis

Prediction of Star Rating based on Yelp Review DB

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LuFernandez/twin-peaks-generator

Neural Network that writes new episodes of Twin Peaks. Using Bidirectional LSTM.

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prateekagr21/News-Headline-Classifier

Classifying News Headlines using LSTM and Bidirectional LSTM - Recurrent Neural Network

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cjbayron/sentiment-bi-rnn.pytorch

Bi-directional LSTM implementation of SentimentRNN (from PyTorch Scholarship Challenge)

Language: Python - Size: 6.84 KB - Last synced at: 4 months ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 1

thesaahilraj/Sarcasm-detector

News Headline Sarcasm detector - A NLP Based Website used to detect whether a sentence is sarcastic or not, using Bidirectional LSTMs.

Language: Jupyter Notebook - Size: 23.6 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0

jasmine1601/Sentiment-Analysis

Sentiment Analysis of tweets by travelers.

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qcymkxyc/Benchmark_recognization

一个benchmark数据的损伤识别

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giacoballoccu/DLA-SentimentAnalysis

Sentiment analysis using different types of Bidirectional Recurrent Neural Networks on Amazon reviews dataset. The results are confronted with two baseline models which are an SVM and a RF model.

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shishpalvishnoi/CRNN-Keras Fork of qjadud1994/CRNN-Keras

CRNN (CNN+RNN) for OCR using Keras / License Plate Recognition

Language: Python - Size: 370 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 10 - Forks: 8

amsukdu/SimplePythonRNN

Only in native python & numpy

Language: Python - Size: 714 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 10 - Forks: 1

AkashSDas/abstractive-text-summarization

Abstractive text summarization models having encoder decoder architecture built using just LSTMs, Bidirectional LSTMs and Hybrid architecture and trained on TPU. Also pre-trained word embedding is used to speed up the process.

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AkashSDas/text-generation

Text generation model built using Tensorflow2 and trained on TPU. The model is multilayer Bidirectional LSTM.

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rusty-sj/Natural-Language-Processing-with-Deep-Learning

Language: Python - Size: 5.16 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

markbirds/Forecasting-COVID-19-cases

Forecasting COVID-19 cases in the Philippines.

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