Ecosyste.ms: Awesome

https://github.com/bentrevett/pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

attention cnn-seq2seq encoder-decoder encoder-decoder-model gru lstm neural-machine-translation pytorch pytorch-implementation pytorch-implmention pytorch-nlp pytorch-seq2seq pytorch-tutorial pytorch-tutorials rnn seq2seq sequence-to-sequence torchtext transformer tutorial

Last synced: 30 Sep 2024

https://github.com/mravanelli/pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

asr deep-learning deep-neural-networks dnn dnn-hmm gru kaldi lstm lstm-neural-networks multilayer-perceptron-network pytorch recurrent-neural-networks rnn rnn-model speech speech-recognition timit

Last synced: 30 Sep 2024

https://github.com/dalinvip/cnn-lstm-bilstm-deepcnn-clstm-in-pytorch

In PyTorch Learing Neural Networks Likes CNN、BiLSTM

cnn-bilstm cnn-model gru highway-cnn lstm-model model-bilstm pytorch torchtext

Last synced: 30 Sep 2024

https://github.com/SuperBruceJia/EEG-DL

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

attention-mechanism cnn deep-learning densenet eeg-classification eeg-data eeg-signals-processing fully-convolutional-networks gcn graph-convolutional-neural-networks gru lstm motor-imagery-classification one-shot-learning residual-learning resnet rnn tensorflow transformer transformers

Last synced: 01 Aug 2024

https://github.com/khuangaf/cryptocurrencyprediction

Predict Cryptocurrency Price with Deep Learning

bitcoin cnn cryptocurrency deep-learning final-year-project gru lstm machine-learning sklearn

Last synced: 26 Sep 2024

https://github.com/lvapeab/nmt-keras

Neural Machine Translation with Keras

attention-is-all-you-need attention-mechanism attention-model attention-seq2seq deep-learning gru keras lstm-networks machine-learning machine-translation neural-machine-translation nmt sequence-to-sequence tensorflow theano transformer web-demo

Last synced: 07 Aug 2024

https://github.com/pyaf/load_forecasting

Forecasting electric power load of Delhi using ARIMA, RNN, LSTM, and GRU models

arima electric-load-forecasting gru lstm machine-learning rnn ses sma time-series-forecasting wma

Last synced: 01 Aug 2024

https://github.com/jhhuang96/ConvLSTM-PyTorch

ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST

convgru convlstm encoder-decoder gru lstm pytorch-implementation rnn spatio-temporal time-series

Last synced: 31 Jul 2024

https://github.com/rakeshvar/rnn_ctc

Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.

captcha ctc ctc-loss deep-learning gru lstm neural-network ocr python recurrent-neural-networks rnn rnn-ctc speech-recognition speech-to-text theano

Last synced: 02 Aug 2024

https://github.com/overlordgolddragon/see-rnn

RNN and general weights, gradients, & activations visualization in Keras & TensorFlow

deep-learning gru keras lstm rnn tensorflow visualization

Last synced: 29 Sep 2024

https://github.com/slydg/gru_to_predict_timeseries

使用pytorch搭建的循环神经网络在股票数据时间序列上的应用

gru python3 pytorch sklearn

Last synced: 26 Sep 2024

https://github.com/dudeperf3ct/dl_notebooks

This repo contains all the notebooks mentioned in blog.

allennlp bert char-rnn cnn cnn-visualization deep-learning elmo fastai-tutorials federated-learning gpt-2 gru keras-tutorials lstm mlp object-detection pytorch-tutorials style-transfer tensorflow-tutorials transfer-learning transfer-learning-nlp

Last synced: 26 Sep 2024

https://github.com/dudeperf3ct/DL_Notebooks

This repo contains all the notebooks mentioned in blog.

allennlp bert char-rnn cnn cnn-visualization deep-learning elmo fastai-tutorials federated-learning gpt-2 gru keras-tutorials lstm mlp object-detection pytorch-tutorials style-transfer tensorflow-tutorials transfer-learning transfer-learning-nlp

Last synced: 07 Aug 2024

https://github.com/muhammedbuyukkinaci/tensorflow-sentiment-analysis-on-amazon-reviews-data

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.

amazon-reviews gated-recurrent-unit gated-recurrent-units gru long-short-term-memory-models low-level lstm lstm-neural-networks lstm-sentiment-analysis lstm-sentiment-classification sentiment-analysis sentiment-classification tensorflow tensorflow-api tensorflow-examples tensorflow-experiments tensorflow-gpu tensorflow-tutorials text-classification text-classifier

Last synced: 26 Sep 2024

https://github.com/UCA-Datalab/nilm-thresholding

:warning: This repository is no longer actively maintained. It previously dealt with Non-Intrusive Load Monitoring (NILM), focusing on predicting household appliance status from aggregated power load data. We explored different thresholding methods and evaluated deep learning models for regression and classification tasks.

convolutional-neural-networks deep-learning domestic-appliances gru monitoring neural-network nilm nilm-algorithms pytorch recurrent-neural-networks tensorflow thresholding thresholding-methods

Last synced: 01 Aug 2024

https://github.com/imraviagrawal/ReadingComprehension

Bi-Directional Attention Flow for Machine Comprehensions

artificial-intelligence attention-mechanism bilstm deep-learning deep-recurrent-q-network glove-embeddings glove-vectors gru lstm machine-comprehension natural-language-processing nlp nlp-machine-learning question-answering readingcomprehension squad standard umassamherst word2vec wordembedding

Last synced: 07 Aug 2024

https://github.com/haoheliu/key-word-spotting-dnn-gru-dscnn

key word spotting GRU/DNN/DSCNN

dnn gru key-word-spotting tensorflow tensorflow-experiments

Last synced: 26 Sep 2024

https://github.com/astrocvijo/power_consumption_prediction

Future power consumption prediction using LSTM, GRU and Transformer models

deep-learning experiment forecasting gru lstm machine-learning python pytorch time-series transfomer

Last synced: 26 Sep 2024

https://github.com/himaprasoonpt/rnn-tf-transfer-learning

Examples of Transfer Learning in Recurrent Networks using Tensorflow

deep-learning gru lstm recurrent-neural-networks tensorflow-experiments transfer-learning

Last synced: 26 Sep 2024

https://github.com/mbfakourii/nlp-persian-category

NLP persian category with digimag and persian_news Dataset

bidirectional-lstm dataset digimag gru lstm nlp persian-category persian-news transformer

Last synced: 03 Oct 2024

https://github.com/mbfakourii/text-generation-with-gru

Text Generation with GRU

gru text-generator

Last synced: 03 Oct 2024

https://github.com/salman-khan-mohammed/image-captioning-to-speech-generation

This project develops a web app integrating image captioning and text-to-speech features. Using CNNs for image feature extraction and GRUs for generating captions, users can upload images via a Streamlit interface. Captions are created and converted into speech using gTTS, providing a tool for visually impaired users and image-to-text conversion.

captions cnn feature-extraction generation gru gtts image-processing image-recognition streamlit

Last synced: 29 Sep 2024

https://github.com/djdhairya/sunspot-prediction

gru keras lstm machine-learning pan rnn tensorflow

Last synced: 26 Sep 2024