bidirectional-rnn

There are 0 repository under bidirectional-rnn topic.

sea-boat / DeepLearning-Lab
Code lab for deep learning. Including rnn,seq2seq,word2vec,cross entropy,bidirectional rnn,convolution operation,pooling operation,InceptionV3,transfer learning.
rnn seq2seq word2vec cross-entropy bidirectional-rnn
Language:Python 88
uyaseen / theano-recurrence
Recurrent Neural Networks (RNN, GRU, LSTM) and their Bidirectional versions (BiRNN, BiGRU, BiLSTM) for word & character level language modelling in Theano
rnn gru lstm bidirectional-rnn bidirectional-gru bidirectional-lstm language-modeling theano natural-language-processing
Language:Python 43
dongjun-Lee / rnn-text-classification-tf
Tensorflow implementation of Attention-based Bidirectional RNN text classification.
tensorflow text-classification bidirectional-rnn attention-mechanism
Language:Python 26
DataSenseiAryan / TS3000_TheChatBOT
Its a social networking chat-bot trained on Reddit dataset . It supports open bounded queries developed on the concept of Neural Machine Translation. Beware of its being sarcastic just like its creator :stuck_out_tongue_closed_eyes: BDW it uses Pytorch framework and Python3.
pytorch-implementation pytorch-nlp reddit-dataset neural-machine-translation nmt-chatbot python3 social-network-chatbot deep-learning bidirectional-rnn sqlite3-database beam-search attention-mechanism encoder-decoder-model pytorch-nmt chatbot
Language:Python 24
iitrsamrat / deeplearning.ai.sequence-model-papers
deeplearning-ai coursera recurrent-neural-networks convolutional-neural-network andrew-ng lstm gru bidirectional-lstm bidirectional-rnn
17
gyunggyung / Keras-Applications
Keras 응용(CNN, RNN, GAN, DNN, ETC...) 사용법 예시
cnn rnn vgg16 data-visualization gan deep-learning gpu keras-gpu word-embeddings one-hot-encode lstm sequence emoji generator music-generation trigger-word-detection bidirectional-rnn covnets vae text-generation
9
vinayakumarr / Deep-learning-for-Programmers
Learn to code deep learning algorithms
deep-learning deep-neural-networks cnn lstm rnn bidirectional-lstm bidirectional-rnn bidirectional-gru
Language:Jupyter Notebook 9
abhishek-niranjan / tensorflow2-rnn-tutorials
Tensorflow 2.0 tutorials for RNN based architectures for textual problems
tensorflow2 rnn tutorials attention-mechanism pointer-generator-networks bidirectional-rnn lstm gru bidirectional-lstm bahdanau-attention luong-attention tokenization tensorflow-tutorials
Language:Jupyter Notebook 8
arunarn2 / CharacterModelswithRNN-LSTM
Character level recurrent neural networks for Sentiment Analysis
recurrent-neural-networks lstm-neural-networks lstm-sentiment-analysis bidirectional-rnn imdb-sentiment-analysis
Language:Python 6
Soumya-Chakraborty / Unsupervised-video-summarization-with-deep-GAN-reinforcement-learning
Unsupervised video summarization with deep(GAN) reinforcement learning
bidirectional-rnn cnn-pytorch deep-learning generative-adversarial-network lstm-neural-networks reinforcement-learning
Language:Python 6
alexaapo / Bidirectional-stacked-RNN-with-LSTM-GRU
Sentiment Classifier using a bidirectional stacked RNN with LSTM/GRU cells for the Twitter sentiment analysis dataset
pytorch bidirectional-rnn stacked-lstm stacked-gru lstm-cells gru-cells twitter-sentiment-analysis sentiment-classifier
Language:Jupyter Notebook 5
yjpark1 / multiagent_rl
Multi-Agent Reinforcement Learning with Particle Env. (on going)
multi-agent-reinforcement-learning bidirectional-rnn pytorch
Language:Python 5
spChalk / Vaccine-Sentiment-Classifier
:syringe: Vaccine Sentiment Classifier is a deep learning classifier trained on real world twitter data, that distinguishes 3 types of tweets: Neutral, Anti-vax & Pro-vax.
attention-mechanism bag-of-words bert bidirectional-rnn classification-report count-vectorizer data-cleaning data-preprocessing glove-embeddings gru hashing-vectorizer hyperparameter-tuning imbalanced-data learning-curve lstm n-grams optuna roc-curve softmax-regression tf-idf
Language:Jupyter Notebook 4
lepoeme20 / pyTorch-RNNbase
RNN
lstm gru bidirectional pytorch pytorch-tutorials pytorch-nlp-tutorial pack-padded-sequence bidirectional-rnn dynamic-rnn
Language:Python 3
ntrang086 / nlp_machine_translation
build a deep neural network that functions as part of an end-to-end machine translation pipeline; the completed pipeline accepts English text as input and returns the French translation.
encoder-decoder bidirectional-rnn embedding text-processing machine-translation lstm rnn deep-neural-networks gru keras
Language:Python 3
SSQ / Coursera-Ng-Sequence-Models
sequence-models recurrent-neural-network language-model gated-recurrent-unit long-short-term-memory bidirectional-rnn deep-rnns word-embeddings word2vec glove debias-word-embedding
Language:HTML 3
miraliahmadli / NLP-exercises
nlp nlp-machine-learning bag-of-words skip-gram n-grams rnn rnn-tensorflow scikit-learn naive-bayes-classifier word2vec-algorithm tensorflow-examples bidirectional-rnn linear-regression
Language:Python 2
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.
sentiment-analysis sentiment-classification lstm-neural-networks gru fnn softmax-classifier bert-fine-tuning bidirectional-lstm bidirectional-rnn artificial-neural-networks neural-network
Language:Jupyter Notebook 2
tonylay7 / bouldering_route_classification
A third year project that revolves around classification of climbing routes using image processing and deep learning techniques
bidirectional-rnn deep-learning detectron2 image-processing mask-rcnn opencv-python python3
Language:Jupyter Notebook 2
Alejandro-Garcia-Uceda / Translators-with-RNNs
Design and training of bidirectional RNNs and Transformers to translate sentences from English to French.
rnn-pytorch lstm encoder-decoder encoder-decoder-model python pytorch cuda translation language seq2seq bidirectional-rnn udacity-nanodegree
Language:Jupyter Notebook 1
alik604 / Sarcasm-Detection
Can sarcastic sentences be identified?
natural-language-processing bidirectional-rnn sarcasm-detection kaggle kaggle-dataset nlp-machine-learning simon-fraser-university
Language:Jupyter Notebook 1
mohadeseh-ghafoori / Coursera-Deep-Learning-Specialization
adam-optimizer he-initializer lstm-neural-networks rmsprop rnn-tensorflow u-net yolo l2-regularization regularization-dropout bidirectional-rnn one-hot-encoding batch-normalization iou semantic-segmentation data-augmentation transfer-learning gram-matrix neural-machine-translation neural-style-transfer triplet-loss
Language:Jupyter Notebook 1
ProjectXMG999 / ProjectXMG999-NLP-Text-generation-classification
Some mini projects and training code
adaboost classification logistic-regression markov-model nlp-machine-learning regression bidirectional-rnn cnns fasttext-embeddings glove-embeddings gru lstm-neural-networks rnn word-embeddings word2vec-algorithm
Language:Jupyter Notebook 1
AdityaTheDev / TwitterSentimentAnalysis
Sentiment analysis (text mining and opinion mining) uses Natural Language Processing to determine whether data is positive, negative or neutral. Sentiment analysis is often performed on textual data to help businesses monitor brand and product sentiment in customer feedback, and understand customer needs.
natural-language-processing nlp nlp-machine-learning text-mining text-classification sentiment-analysis sentiment-classification bidirectional-rnn gru bidirectional-gru nlp-library deep-learning keras keras-tensorflow
Language:Jupyter Notebook 0
AnFrBo / clap_predictions
Predicting the Total Number of Claps of a Medium Blog Post Using Word Embeddings and RNNs
word2vec glove-embeddings skip-gram cbow gru bidirectional-rnn mlp elastic-net sentiment-analysis nlp-machine-learning
Language:Jupyter Notebook 0
bensalem14 / Coursera-SequenceModels-ProgrammingAssignments
Collection of labs and programming assignments present in the sequence model course
bidirectional-rnn lstm rnn transformers
Language:Jupyter Notebook 0
bilsengroup / deep-triage
Implementation of 'DeepTriage: Exploring the Effectiveness of Deep Learning for Bug Triaging'
word2vec bidirectional-rnn gru lstm bug-triaging
Language:Python 0
patrikasvanagas / Bi-LSTM-Glove-Sentiment-Classification
End-to-end review sentiment classification with text preprocessing, Bidirectional Long Short-Term Memory networks and Glove embeddings.
bi-lstm bidirectional-lstm bidirectional-rnn glove glove-embeddings keras long-short-term-memory lstm lstm-sentiment-analysis natural-language-processing sentiment-analysis sentiment-classification text-classification text-processing
Language:Jupyter Notebook 0
Russolves / Sentiment-Analysis-with-GRU
This repository contains three variants of a Sentiment Analysis model that uses a GRU (Gated Recurrent Unit) to predict the sentiment of a given text as either positive or negative. The models were built using PyTorch, and the training and testing data came from DLStudio
bidirectional-rnn gated-neural-network gated-recurrent-units sentiment-analysis sentiment-classification
Language:Python 0
tdaneyko / dl-sentiment
A biRNN for emotion prediction/sentiment analysis of tweets implemented with Tensorflow. Semester project for the course "Deep Learning" at the University of Tübingen in the summer semester 2017.
sentiment-analysis sentiment-classification deep-learning bidirectional-rnn tensorflow
Language:Python 0
imAniketSharma / Machine-Translation
A deep neural network that functions as part of an end-to-end machine translation pipeline. The completed pipeline will accept English text as input and return the French translation.
machine-translation machine-learning language-modeling french-translation word-embeddings tokenization repeat-vector bidirectional-rnn rnn-encoder-decoder lstm-model
Language:Jupyter Notebook
Ohara124c41 / NLP-Machine_Translation
Build a deep neural network that functions as part of an end-to-end machine translation pipeline. Your completed pipeline will accept English text as input and return the French translation. You’ll be able to explore several recurrent neural network architectures and compare their performance.
bidirectional-rnn encoder-decoder-rnn keras rnn tensorflow tokenization
Language:HTML
reshalfahsi / action-recognition
Action Recognition Using CNN + Bidirectional RNN
action-recognition bidirectional-rnn cnn computer-vision hmdb51 mnasnet pytorch pytorch-lightning video-classification video-processing
Language:Jupyter Notebook
shanujshekhar / Relation_Classification_in_NLP
Given 10 predefined relations like cause-effect, product-producer, etc, the goal was to define the relation and the direction of the relation b/w 2 entities in a sentence.
nlp-machine-learning relation-classification rnn-model bidirectional-rnn dependency-parser
Language:Python
tooth2 / Machine-Translation
A deep neural network that functions as part of an end-to-end machine translation pipeline.
bidirectional-rnn embedding lstm machine-translation rnn-tensorflow
Language:Jupyter Notebook
yiqiao-yin / YinPortfolioManagement
This package uses Long Short-Term Memory (LSTM) to forecast a stock price that user enters.
lstm deep-learning bidirectional-rnn gru-cells
Language:Python

bidirectional-rnn

sea-boat / DeepLearning-Lab

uyaseen / theano-recurrence

dongjun-Lee / rnn-text-classification-tf

DataSenseiAryan / TS3000_TheChatBOT

iitrsamrat / deeplearning.ai.sequence-model-papers

gyunggyung / Keras-Applications

vinayakumarr / Deep-learning-for-Programmers

abhishek-niranjan / tensorflow2-rnn-tutorials

arunarn2 / CharacterModelswithRNN-LSTM

Soumya-Chakraborty / Unsupervised-video-summarization-with-deep-GAN-reinforcement-learning

alexaapo / Bidirectional-stacked-RNN-with-LSTM-GRU

yjpark1 / multiagent_rl

spChalk / Vaccine-Sentiment-Classifier

lepoeme20 / pyTorch-RNNbase

ntrang086 / nlp_machine_translation

SSQ / Coursera-Ng-Sequence-Models

miraliahmadli / NLP-exercises

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

tonylay7 / bouldering_route_classification

Alejandro-Garcia-Uceda / Translators-with-RNNs

alik604 / Sarcasm-Detection

mohadeseh-ghafoori / Coursera-Deep-Learning-Specialization

ProjectXMG999 / ProjectXMG999-NLP-Text-generation-classification

AdityaTheDev / TwitterSentimentAnalysis

AnFrBo / clap_predictions

bensalem14 / Coursera-SequenceModels-ProgrammingAssignments

bilsengroup / deep-triage

patrikasvanagas / Bi-LSTM-Glove-Sentiment-Classification

Russolves / Sentiment-Analysis-with-GRU

tdaneyko / dl-sentiment

imAniketSharma / Machine-Translation

Ohara124c41 / NLP-Machine_Translation

reshalfahsi / action-recognition

shanujshekhar / Relation_Classification_in_NLP

tooth2 / Machine-Translation

yiqiao-yin / YinPortfolioManagement