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Topic: "bidirectional-lstm"

vsuthichai/paraphraser

Sentence paraphrase generation at the sentence level

Language: Python - Size: 430 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 400 - Forks: 100

amansrivastava17/lstm-siamese-text-similarity

βš›οΈ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity

Language: Python - Size: 69.3 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 278 - Forks: 91

Sshanu/Relation-Classification-using-Bidirectional-LSTM-Tree

TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations

Language: Jupyter Notebook - Size: 16.2 MB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 188 - Forks: 41

mxhofer/Named-Entity-Recognition-BidirectionalLSTM-CNN-CoNLL

Keras implementation of "Few-shot Learning for Named Entity Recognition in Medical Text"

Language: Jupyter Notebook - Size: 9.91 MB - Last synced at: 14 days ago - Pushed at: over 5 years ago - Stars: 178 - Forks: 84

Disiok/poetry-seq2seq

Chinese Poetry Generation

Language: Jupyter Notebook - Size: 77.3 MB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 177 - Forks: 64

Merck/deepbgc

BGC Detection and Classification Using Deep Learning

Language: Jupyter Notebook - Size: 25.3 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 140 - Forks: 27

peace195/aspect-based-sentiment-analysis

Aspect Based Sentiment Analysis

Language: C++ - Size: 60.4 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 106 - Forks: 38

MarlonCajamarca/Keras-LSTM-Trajectory-Prediction

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

Language: Python - Size: 13.8 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 93 - Forks: 15

fzschornack/bi-lstm-crf-tensorflow

Bidirectional LSTM + CRF (Conditional Random Fields) in Tensorflow

Language: Jupyter Notebook - Size: 16.6 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 55 - Forks: 19

zpettry/AI-Deep-Learning-for-Phishing-URL-Detection

AI: Deep Learning for Phishing URL Detection

Language: Python - Size: 1.81 MB - Last synced at: 21 days ago - Pushed at: over 2 years ago - Stars: 52 - Forks: 10

jayshah19949596/DeepSign-A-Deep-Learning-Architecture-for-Sign-Language-Recognition

Language: Python - Size: 59.9 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 44 - Forks: 19

345ishaan/im2latex

Tensorflow Implementation of Im2Latex

Language: CSS - Size: 77.1 MB - Last synced at: 3 months ago - Pushed at: about 8 years ago - Stars: 39 - Forks: 14

Aminullah6264/Pytorch-Action-Recognition

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

Language: Python - Size: 27.3 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 37 - Forks: 15

koriavinash1/Stock-Price-Forecasting-Using-Artificial-Intelligence

Stock price prediction using Bidirectional LSTM and sentiment analysis

Language: JavaScript - Size: 20.7 MB - Last synced at: 16 days ago - Pushed at: over 6 years ago - Stars: 37 - Forks: 12

ngoquanghuy99/POS-Tagging-BiLSTM-CRF

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

Language: Python - Size: 27.8 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 30 - Forks: 1

sismetanin/emosense-semeval2019-task3-emocontext

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

Language: Jupyter Notebook - Size: 62.5 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 25 - Forks: 11

karma9874/Seq2Seq-Chatbot

Chatbot based Seq2Seq model with bidirectional rnn and attention mechanism with tensorflow, trained on Cornell Movie-Dialogs Corpus and deployed on a Flask Server

Language: Jupyter Notebook - Size: 38.6 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 24 - Forks: 14

peace195/multitask-learning-protein-prediction

Multitask learning: protein secondary structure prediction, b-values prediction and solvent-accessibility prediction

Language: Python - Size: 24 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 24 - Forks: 7

wellcometrust/deep_reference_parser

A deep learning model for extracting references from text

Language: Python - Size: 3.31 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 1

fajieyuan/WWW2020-grec

Sequence-to-Sequence Generative Model for Sequential Recommender System

Language: Python - Size: 937 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 17 - Forks: 7

iitrsamrat/deeplearning.ai.sequence-model-papers

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

hosseindamavandi/Fake-News-Detection

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

Language: Jupyter Notebook - Size: 100 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 0

KhaledAshrafH/ChatGPT-Sentiment-Analysis

This project aims to perform sentiment analysis on tweets related to ChatGPT, a popular language model developed by OpenAI. The dataset used for training and testing consists of 219,293 tweets collected over a month. Each tweet is classified as positive ("good"), negative ("bad"), or ("neutral").

Language: Jupyter Notebook - Size: 25.3 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 14 - Forks: 1

jameskokoska/CAPTCHA-Solver

πŸ”  A CAPTCHA solver using machine learning with a bidirectional LSTM model

Language: Python - Size: 97 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 4

harshjuly12/Enhancing-Explainability-in-Fake-News-Detection-A-SHAP-Based-Approach-for-Bidirectional-LSTM-Models

Enhancing Explainability in Fake News Detection uses SHAP and BiLSTM models to improve the transparency and interpretability of detecting fake news, providing insights into the model's decision-making process.

Language: Jupyter Notebook - Size: 199 KB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 12 - Forks: 3

Anna868/Arabic-Handwritten-OCR

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

Language: Jupyter Notebook - Size: 4.28 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 12 - Forks: 3

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: about 2 years ago - Pushed at: over 6 years ago - Stars: 12 - Forks: 4

MrAnayDongre/Machine-Learning-Collection

Repo for Implementing Research Papers & Projects related to Machine Learning

Language: Python - Size: 1.81 GB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 11 - Forks: 4

danielathome19/Form-NN

Master thesis project - a hybrid Neural Network-Decision Tree system and dataset for classical music form recognition and analysis.

Language: Python - Size: 907 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 11 - Forks: 1

tayebiarasteh/retweet

How Will Your Tweet Be Received? Predicting theSentiment Polarity of Tweet Replies

Language: Python - Size: 155 MB - Last synced at: 17 days ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 5

sidharthgurbani/HAR-using-PyTorch

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

Language: Python - Size: 57 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 11 - Forks: 8

resotto/laplace

LSTM Model to predict BTCUSD ticker values

Language: Python - Size: 4.24 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 4

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: about 2 years ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 8

manashpratim/Sarcasm-Detection

Can sarcastic sentences be identified?

Language: Jupyter Notebook - Size: 154 KB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 10 - Forks: 4

amsukdu/SimplePythonRNN

Only in native python & numpy

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

ammarlodhi255/image-captioning-system-to-assist-the-blind

An image captioning system that is able to predict and speak out a caption of an image taken by visually impaired.

Language: Jupyter Notebook - Size: 10.7 MB - Last synced at: 23 days ago - Pushed at: 9 months ago - Stars: 9 - Forks: 7

phueb/DLSRL

Deep Bidirection LSTM for Semantic Role Labeling

Language: Python - Size: 3.62 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 2

abhishek-niranjan/tensorflow2-rnn-tutorials

Tensorflow 2.0 tutorials for RNN based architectures for textual problems

Language: Jupyter Notebook - Size: 170 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 1

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

Language: Python - Size: 128 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 8 - Forks: 5

manashpratim/Tweet-Classification

Detect hate speech in tweets

Language: Jupyter Notebook - Size: 208 KB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 8 - Forks: 1

kartikmadan11/MultiChartsDLL

C++ and Python Library Files of MultiCharts

Language: C++ - Size: 1.76 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 8 - Forks: 8

vinayakumarr/Deep-learning-for-Programmers

Learn to code deep learning algorithms

Language: Jupyter Notebook - Size: 18.6 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 16

alik604/bioMedical-imaging

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

Language: Jupyter Notebook - Size: 760 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 2

ivedants/Music-Playlist-Generation-using-Twitter-account-post-history-and-Sentiment-Analysis

Music playlist generation capability based on a Twitter account's social media posting history by sentiment analysis to compare the distribution of tweet and song lyric sentiment polarities to generate a list of recommended songs. Integrated using Bidirectional LSTMs for Tweet Sentiment Analysis and NLTK VADER for Song Lyric Sentiment Analysis.

Language: Jupyter Notebook - Size: 22.1 MB - Last synced at: 6 months ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 4

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

Language: Python - Size: 3.48 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 6 - Forks: 2

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.

Language: Jupyter Notebook - Size: 158 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 1

ApurbaSengupta/Text-Generation

Generating text sequences using attention-based Bi-LSTM

Language: Python - Size: 9.03 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 6 - Forks: 3

Claudiu/keras-diacritics

Adds missing Romanian diacritics using Bidirectional Long-Short Term Memory Artificial Neural Networks

Language: Jupyter Notebook - Size: 32.2 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 6 - Forks: 2

ilias-chatzistefanidis/HetNets-steering

Repo containing Channel Quality Indicator (CQI) data from real car routes in Greece. It contains a reproducable notebook with the implementation of a Bidirectional LSTM Neural Network for real-time CQI forecasting in heterogeneous ultra-dense beyond-5G networks.

Language: Jupyter Notebook - Size: 722 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0

devangi2000/Deep-Learning

A repository for deep learning implementations using TensorFlow and Keras

Language: Jupyter Notebook - Size: 38.1 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 0

bartkowiaktomasz/har-wisdm-bidirectional-lstm-rnns

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

Language: Python - Size: 15.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 5 - Forks: 0

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

Language: Python - Size: 60.8 MB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 5 - Forks: 2

steinst/ABLTagger

Augmented bi-directonal LSTM POS tagger

Language: Python - Size: 3.7 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 4 - 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: over 1 year ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 0

swap-253/Twitter-US-Airline-Sentiment-Analysis

In this repository I have utilised 6 different NLP Models to predict the sentiments of the user as per the twitter reviews on airline. The dataset is Twitter US Airline Sentiment. The best models each from ML and DL have been deployed. It employs text preprocessing,

Language: Jupyter Notebook - Size: 3.38 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 2

Ankit152/Emotions-Detection-NLP

Emotions dataset for NLP classification tasks.

Language: Jupyter Notebook - Size: 13.7 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 2

orestxherija/smm4h2018

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

Language: Jupyter Notebook - Size: 67.6 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 4 - Forks: 0

qcymkxyc/Bookshelf_recognization

BookShelf StructureζŸδΌ€θ―†εˆ«

Language: Jupyter Notebook - Size: 940 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 2

Sangarshanan/Neural-Language-Translation

Tamil to English translation using Neural Networks

Language: Jupyter Notebook - Size: 110 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 4 - Forks: 3

sonhm3029/Vietnamese-OCR-from-scratch-pytorch

This project implement basic OCR for Vietnamese from scratch with Pytorch, using CNN and BidirectionalLSTM

Language: Jupyter Notebook - Size: 301 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

ChryssaNab/Handwriting-Recognition

Implementation of Handwritten Text Recognition Systems using TensorFlow

Language: Python - Size: 15.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

pranaya-mathur/Deep-Learning-Projects

Used Tensorflow and Keras Framework

Language: Jupyter Notebook - Size: 6.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

phkhanhtrinh23/spelling_correction

Spelling Correction with Bidirectional LSTM + Attention Mechanism.

Language: Jupyter Notebook - Size: 7.44 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

athrvkk/UCI-Sentiment-Analysis

Implementation of various Machine Learning and Deep Learning models for Sentiment Analysis on the 'Sentiment Labelled Sentences Data Set' by University of California, Irvine.

Language: Jupyter Notebook - Size: 35.4 MB - Last synced at: 4 months ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 4

Aishwarya2795/Investment-portfolio-validation-analysis-for-post-trade-financial-services-firm

Stock Market Behavior Analysis and Forecasting of prices to better understand the seemingly arbitrary nature of stock movements, using Deep Learning, Natural Language Processing, and other Data modeling techniques.

Language: Jupyter Notebook - Size: 3.39 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

SCK22/UrbanSoundClassification

Classifying daily sounds

Language: Jupyter Notebook - Size: 7.19 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 1

furk4neg3/Traffic-Volume-Forecasting

Traffic volume forecasting with AI using bidirectional LSTM model and React frontend.

Language: Python - Size: 21.7 MB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

SANJITH-KUMAR-20/NMT-BiEncoderDecoder-Model

This Repository Contains the code implementation for neural machine translation between Tanglish and English

Language: Jupyter Notebook - Size: 18.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

kaustubhbhavsar/intent-classification

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

Language: Jupyter Notebook - Size: 4.23 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

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

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

Language: Jupyter Notebook - Size: 8.1 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 1

irenepisani/Pattern_Recognition

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

Language: Jupyter Notebook - Size: 73.7 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

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.

Language: Jupyter Notebook - Size: 2.95 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

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.

Language: Jupyter Notebook - Size: 26.5 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

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

Nepali Poem Generation

Language: Jupyter Notebook - Size: 307 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 1

phreakyphoenix/TV-Script-Generation

Do you love Seinfield and wish it never ended. Check out this repo to create your own Seinfield scipt :cowboy_hat_face: Made with :heart: in Pytorch. Keep spreading love and laughter and do :star2: the project. Cheers!

Language: HTML - Size: 177 KB - Last synced at: 2 months ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

ramyananth/Tag-Recommendation-System-RNN

Language: Jupyter Notebook - Size: 323 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1

antonio-f/Named-Entity-Recognition

Recognize named entities on Twitter with LSTMs. From the Natural Language Processing course - Coursera's Advanced Machine Learning specialization.

Language: Jupyter Notebook - Size: 860 KB - Last synced at: about 2 months ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 1

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 minutes ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 1

sminerport/IMDbSentimentClassifier

A sentiment analysis model trained on the IMDb Movie Reviews Dataset to classify reviews as positive or negative. This project uses a Bidirectional LSTM with GloVe embeddings, batch normalization, and regularization to improve accuracy and generalization. Includes data preprocessing, model training, and evaluation.

Language: Python - Size: 25 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

AnnettaQi/Fake-news-classification

Using LSTM model to classify text into fake or real

Language: Jupyter Notebook - Size: 12.7 KB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

fatemafaria142/Classification-of-Potato-Disease-A-Hybrid-Deep-Learning-Framework

This research presents a hybrid deep learning framework combining MobileNet V2 with LSTM, GRU, and Bidirectional LSTM for classifying various potato diseases. The study explores the performance of different architectures to determine the optimal configuration for accurate disease categorization.

Language: Jupyter Notebook - Size: 664 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 1

gokulnpc/Toxic-Comment-Classifier

This project employs a deep neural network architecture for the classification of toxic comments, utilizing the Kaggle competition dataset from the Jigsaw Toxic Comment Classification Challenge.

Language: Jupyter Notebook - Size: 25.9 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

aisu-programming/CV-Badminton-Matches

Detect various kind of data of badminton matches using Bidirectional LSTM || AI Cup 2023 - Teaching Computers to Watch Badminton Matches (5th place) / ζ•™ι›»θ…¦ηœ‹ηΎ½ηƒ (第五名)

Language: Python - Size: 12.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

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.

Language: Jupyter Notebook - Size: 11.5 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 1

NayanKanaparthi/Song-Poetry-Generation-Model

This open-source project aims to train a model that can learn from a collection of Irish songs and generate poetic lyrics inspired by the rich cultural heritage of Ireland.

Language: Jupyter Notebook - Size: 43.9 KB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

Sarvesh-Yadav-5201/Lyrics-Generation---NLP-Project

This is a project to demonstrate the capabilities of Transformer Models to generate Lyrics by providing a prompt.

Language: Jupyter Notebook - Size: 22 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

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.

Language: Jupyter Notebook - Size: 301 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

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)

Language: Jupyter Notebook - Size: 4.73 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

Sarthak-1408/RNN-and-NLP

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

Language: Jupyter Notebook - Size: 39.9 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

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

Language: Jupyter Notebook - Size: 54.7 KB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

Mesut-Bilgin/Hotel-Reviews-Classifier

515k Hotel reviews classifier with bidirectional lstm

Language: Jupyter Notebook - Size: 555 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

mbfakourii/NLP-persian-category

NLP persian category with digimag and persian_news Dataset

Language: Jupyter Notebook - Size: 45.7 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

nestiank/action-recognition-cnn-bd-lstm

Rough PyTorch implementation of "Action Recognition in Video Sequences using Deep Bi-directional LSTM with CNN Features" (Amin Ullah, et al.)

Language: Python - Size: 33.2 KB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 2

rayjasson98/bi-lstm-sentiment-analysis

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

Language: Jupyter Notebook - Size: 163 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

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

Language: Jupyter Notebook - Size: 388 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

bmarroc/deep-learning

Jupyter notebooks implementing Deep Learning algorithms in Keras and Tensorflow

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Ankit152/QuestionPair

A semantic similarity of question pairs using Glove + LSTMs.

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pariesque/Freestyle-NLP

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LeNguyenGiaBao/Predict_Next_Word

Predict The Next Word Using RNN

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antonio-f/attention_mechanism_tf2

Neural Machine Translation with Attention - TensorFlow 2.X

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lstm 83 deep-learning 69 nlp 46 tensorflow 41 keras 41 python 35 machine-learning 30 natural-language-processing 27 rnn 27 lstm-neural-networks 26 sentiment-analysis 24 attention-mechanism 19 gru 18 recurrent-neural-networks 16 nlp-machine-learning 15 pytorch 15 cnn 14 python3 14 text-classification 12 neural-network 12 tensorflow2 11 deep-neural-networks 11 neural-networks 11 glove-embeddings 11 keras-tensorflow 10 convolutional-neural-networks 10 seq2seq 8 word2vec 8 text-generation 8 numpy 7 classification 7 sentiment-classification 7 artificial-intelligence 7 bert 6 rnn-tensorflow 6 bidirectional-rnn 6 bidirectional-gru 6 word-embeddings 6 bilstm 6 attention 6 encoder-decoder 6 data-science 5 convolutional-neural-network 5 scikit-learn 5 cnn-classification 5 logistic-regression 5 long-short-term-memory 5 artificial-neural-networks 5 jupyter-notebook 5 random-forest 4 multinomial-naive-bayes 4 transformer 4 neural-machine-translation 4 multiclass-classification 4 glove 4 forecasting 4 data-visualization 4 text 4 attention-model 3 time-series-analysis 3 analysis 3 covid-19 3 tfidf 3 svm 3 encoder-decoder-architecture 3 kaggle 3 language-model 3 attention-lstm 3 sequence-to-sequence 3 wordembeddings 3 ai 3 gpt-2 3 transformers 3 sarcasm-detection 3 flask 3 chatbot 3 deeplearning 3 vgg16 3 sequential-models 3 pandas 3 machine-learning-algorithms 3 dropout 3 embeddings 3 tokenization 3 dataset 3 sentimental-analysis 3 regex 3 embedding 3 word-embedding 3 pos-tagging 3 confusion-matrix 3 nltk 3 ner 3 named-entity-recognition 3 sklearn 3 naive-bayes 2 hyperparameter-tuning 2 gan 2 imdb-dataset 2 one-hot-encoding 2