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Top 450 lstm open source projects

datastories-semeval2017-task6

Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".

kaspersky hackathon

https://events.kaspersky.com/hackathon/

✭ 25

Jupyter Notebook lstm xgboost anomaly-detection

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

✭ 56

python nlp transformers lstm theseus pruning quantization bert distillation pytorch-lightning fastbert deebert

Show and Tell : A Neural Image Caption Generator

✭ 74

python tensorflow cnn lstm image-captioning

tensorflow-node-examples

Tensorflow Node.js Examples

✭ 21

javascript typescript python machine-learning deep-learning tensorflow sentiment lstm tensorflow-node

MachineLearning

Implementations of machine learning algorithm by Python 3

✭ 16

Jupyter Notebook python machine-learning neural-network tensorflow scikit-learn machine-learning-algorithms lstm pca-analysis pca gaussian-mixture-models mlp perceptron kmeans decision-trees gmm hmm-viterbi-algorithm perceptron-learning-algorithm fastmap

generate-thai-lyrics

Generate Thai Songs' lyrics using Deep Learning

✭ 33

Jupyter Notebook python Dockerfile lyrics lstm hacktoberfest thai-lyrics thai-songs

RNNPoet TensorFlow

使用LSTM训练生成古诗模型，其中生成器可以指定生成风格进行输出

✭ 27

python tensorflow lstm tensotflow-rnn

Hierarchical-Word-Sense-Disambiguation-using-WordNet-Senses

Word Sense Disambiguation using Word Specific models, All word models and Hierarchical models in Tensorflow

Audio Classification using LSTM

Classification of Urban Sound Audio Dataset using LSTM-based model.

✭ 47

python audio pytorch lstm urban-sound-classification audio-classification audio-processing lstm-neural-networks rnn-pytorch urban-sound urban-sound-8k

Paper-Implementation-DSTP-RNN-For-Stock-Prediction-Based-On-DA-RNN

基於DA-RNN之DSTP-RNN論文試做(Ver1.0)

✭ 62

python deep-learning stock lstm stock-price-prediction rnn darnn dstprnn dstp-rnn

korean ner tagging challenge

KU_NERDY 이동엽, 임희석 (2017 국어 정보 처리 시스템경진대회 금상) - 한글 및 한국어 정보처리 학술대회

✭ 30

c python C++Jupyter Notebook Makefile objective c crf lstm named-entity-recognition ner

experiments on classifying actions using poses

✭ 24

Jupyter Notebook python video estimate skeleton lstm action-recognition human-activities ntu-rgbd 3d-hour-glass

sarcasm-detection-for-sentiment-analysis

Sarcasm Detection for Sentiment Analysis

✭ 21

python natural-language-processing deep-learning sentiment-analysis text-classification tensorflow word2vec cnn lstm glove sarcasm-detection

turbofan failure

Aircraft engine failure prediction model

✭ 23

Jupyter Notebook tensorflow svm scikit-learn lstm prediction-model

PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs

✭ 115

python nlp deep-learning lstm spatio-temporal nips-2017 predictive-learning

LSTM-Time-Series-Analysis

Using LSTM network for time series forecasting

✭ 41

Jupyter Notebook data-science machine-learning deep-learning time-series neural-network random-forest recurrent-neural-networks lstm

A new fork base on tess-two and Tesseract 4.0.0

✭ 31

c C++java shell Roff HTML android ocr lstm tess-two tesseract-engine

nlp lecture-notes and source code

✭ 29

Jupyter Notebook python nlp tensorflow word2vec cnn transformer lstm ipynb attention cbow lecture-notes seq2seq-model attention-model colab-notebook

GPU/CPU (CUDA) Implementation of "Recurrent Memory Array Structures", Simple RNN, LSTM, Array LSTM..

✭ 21

C++Cuda c CMake Makefile Batchfile gpu cuda lstm rnn

Crop-Yield-Prediction-Using-Satellite-Imagery

No description or website provided.

✭ 44

python tensorflow gdal lstm spatial-analysis convolutional-neural-networks

Enhanced BiLSTM Inference Model for Natural Language Inference

✭ 24

Jupyter Notebook python natural-language-processing lstm rnn attention natural-language-inference attention-lstm

Vanilla LSTM with numpy

✭ 17

python numpy lstm lstm-neural-networks

No description or website provided.

✭ 15

Jupyter Notebook python HTML learning image machine keras cnn lstm convolution convolutional-neural-networks

LSTM-sentiment-analysis

LSTM sentiment analysis. Please look at my another repo for SVM and Naive algorithem

✭ 19

python shell review machine-learning sentiment-analysis dictionary sentiment lstm l1-lstm lstm-layes

QTextRecognizer

A gui for tesseractOCR with some preprocessing image options (OpenCV) for improve character recognition

✭ 27

c C++QMake opencv qt image-processing dnn qt5 lstm tesseract-ocr qt5-gui

BiLSTM-CRF-NER-PyTorch

This repo contains a PyTorch implementation of a BiLSTM-CRF model for named entity recognition task.

✭ 109

python c matlab nlp crf pytorch lstm ner bilstm-crf

Video prediction using lstm and unet

✭ 25

python video prediction lstm unet

5baa61e4c9b93f3f0682250b6cf8331b7ee68fd8

RNN-LSTM that learns passwords from a starting list

✭ 35

HTML python Makefile tensorflow lstm rnn tflearn crack starter-passwords

What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment [CVPR 2019]

✭ 38

python shell pytorch video-processing lstm representation-learning action-recognition video-understanding c3d video-captioning captioning fine-grained-classification multitask-learning dilated-convolution action-quality-assessment mtl-aqa fine-grained-action-recognition dilated-c3d

Host-Load-Prediction-with-LSTM

host load prediction with Long Short-Term Memory in cloud computing

✭ 28

python shell tensorflow lstm cloud-computing

crnn.caffe

✭ 76

C++python Cuda CMake matlab Makefile caffe cnn lstm character-recognition ocr-recognition crnn

Recurrent Additive Networks for Tensorflow

✭ 16

python deep-learning tensorflow lstm gru rnn

DrowsyDriverDetection

This is a project implementing Computer Vision and Deep Learning concepts to detect drowsiness of a driver and sound an alarm if drowsy.

✭ 82

python shell machine-learning computer-vision deep-learning neural-network tensorflow keras lstm rnn lstm-neural-networks inception-v3 lstm-cells drowsy-driver-warning-system

A Python(PyTorch) implementation of memory augmented neural network based on Ritter et al. (2018). Been There, Done That: Meta-Learning with Episodic Recall. ICML.

✭ 30

Jupyter Notebook python reinforcement-learning pytorch lstm episodic-memory

Time-Series-Forecasting

Rainfall analysis of Maharashtra - Season/Month wise forecasting. Different methods have been used. The main goal of this project is to increase the performance of forecasted results during rainy seasons.

✭ 27

Jupyter Notebook python data-science machine-learning deep-learning time-series analysis lstm neural-networks ann maharashtra time-series-analysis series-forecasting

Bidirectiona-LSTM-for-text-summarization-

A bidirectional encoder-decoder LSTM neural network is trained for text summarization on the cnn/dailymail dataset. (MIT808 project)

✭ 73

python deep-learning keras lstm text-summarization attention-layer

Hands-on in-person workshop for Deep Learning with TensorFlow

✭ 14

Jupyter Notebook python workshop deep-learning neural-network tensorflow cnn lstm rnn autoencoder rbm recurrent convolutional

LSTM based human activity recognition using smart phone sensor dataset

✭ 20

Jupyter Notebook python deep-learning lstm rnn smartphone human-activity-recognition sensor-data

LanguageModel-using-Attention

Pytorch implementation of a basic language model using Attention in LSTM network

✭ 27

python pytorch lstm language-model attention-mechanism

LSTM-Mobility-Model

LSTM Mobility Model implementation using Tensorflow

✭ 19

python deep-learning time-series tensorflow transportation jupyter-notebook lstm sequence mobility-trajectory mobility-modeling

Human-Activity-Recognition

Human activity recognition using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six categories (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING).

✭ 16

Jupyter Notebook python machine-learning deep-learning neural-network tensorflow recurrent-neural-networks lstm rnn human-activity-recognition

Udacity-Computer-Vision-Nanodegree

📷 Computer Vision Nanodegree Repository

✭ 34

Jupyter Notebook HTML python udacity computer-vision cnn pytorch lstm nanodegree notebooks udacity-nanodegree mini honor 2d-histogram-filter computer-vision-nanodegree udacity-computer-vision-nanodegree

cudnn rnn theano benchmarks

No description or website provided.

✭ 22

python shell theano lstm rnn cudnn

LSTM-TensorSpark

Implementation of a LSTM with TensorFlow and distributed on Apache Spark

✭ 40

python distributed-systems machine-learning spark tensorflow distributed-computing lstm rnn

Code repository of the paper Learning Long-Term Dependencies in Irregularly-Sampled Time Series

✭ 72

python shell paper lstm ode-rnns

SynLSTM-for-NER

Code and models for the paper titled "Better Feature Integration for Named Entity Recognition", NAACL 2021.

✭ 26

python lstm named-entity-recognition ner synlstm

Multi-layer Recurrent Neural Networks (with LSTM) for character-level language models in Caffe

✭ 25

C++Batchfile CMake caffe deep-learning neural-network text-generation lstm

SSIM - A Deep Learning Approach for Recovering Missing Time Series Sensor Data

✭ 32

python deep-learning neural-network lstm imputation sequence-to-sequence timeseries-forecasting

udacity-cvnd-projects

My solutions to the projects assigned for the Udacity Computer Vision Nanodegree

Image-Captioning-with-Beam-Search

Generating image captions using Xception Network and Beam Search in Keras

✭ 18

Jupyter Notebook keras cnn lstm neural-networks rnn image-captioning beam-search xception andrej-karpathy

speaker diarization system using an LSTM

✭ 22

python Vue javascript HTML Dockerfile shell docker redis machine-learning express ai vue neural-network ml pytorch lstm speaker-diarization reverb

A Comparison of LSTMs and Attention Mechanisms for Forecasting Financial Time Series

✭ 53

Jupyter Notebook python TeX machine-learning lstm attention-mechanism

RNN benchmarks of pytorch, tensorflow and theano

✭ 85

python shell benchmark lasagne theano tensorflow pytorch recurrent-neural-networks lstm ctc

Recursive Neural Networks for PyTorch

✭ 29

python deep-learning neural-network pytorch lstm tree-structure batch-processing recursive-neural-networks tree-lstm

BiLSTM-and-CNN-for-Link-Prediction

Keras implementation of path-based link prediction model for knowledge graph completion

✭ 17

python shell tensorflow keras cnn knowledge-graph lstm convolutional-neural-networks knowledge-graph-completion bi-lstm knowledge-graph-embeddings lstm-cnn

har-wisdm-lstm-rnns

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

✭ 29

python data-science machine-learning lstm neural-networks human-activity-recognition

Text pair classification

✭ 12

python deep-learning keras spacy lstm snli textual-entailment quora-question-pairs

Character-aware Neural Language Model implemented by PyTorch

✭ 32

python cnn lstm language-model highway-network pytorch-implmention

seq2seq-autoencoder

Theano implementation of Sequence-to-Sequence Autoencoder

✭ 12

python theano lstm autoencoder seq2seq

361-420 of 450 lstm projects