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recurrent-networks

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ChristosChristofidis / awesome-deep-learning

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A curated list of awesome Deep Learning tutorials, projects and communities.

machine-learning awesome deep-learning neural-network recurrent-networks synthetic-images awesome-list deep-learning-tutorial deep-networks face-images

Updated Oct 29, 2020

udacity / deep-learning-v2-pytorch

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Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-learning sentiment-analysis neural-network pytorch recurrent-networks style-transfer convolutional-networks

Updated Oct 28, 2020
Jupyter Notebook

quark0 / darts

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Differentiable architecture search for convolutional and recurrent networks

deep-learning language-modeling pytorch recurrent-networks image-classification convolutional-networks automl neural-architecture-search

Updated Dec 3, 2019
Python

nlpodyssey / spago

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spaGO is a beautiful and maintainable machine learning library written in Go designed to support relevant neural network architectures in natural language processing tasks

go golang machine-learning natural-language-processing deep-neural-networks deep-learning neural-network automatic-differentiation artificial-intelligence recurrent-networks lstm computation-graph question-answering deeplearning language-model bert transformer-architecture bert-models

Updated Oct 28, 2020
Go

mouradmourafiq / tensorflow-lstm-regression

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Sequence prediction using recurrent neural networks(LSTM) with TensorFlow

deep-learning time-series jupyter tensorflow recurrent-neural-networks recurrent-networks lstm sequence-prediction tensorflow-lstm-regression

Updated May 16, 2018
Jupyter Notebook

rnn-from-scratch

pangolulu / rnn-from-scratch

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Implementing Recurrent Neural Network from Scratch

neural-network tensorflow recurrent-networks rnn rnn-tensorflow rnn-language-model

Updated May 28, 2018
Python

JonathanRaiman / theano_lstm

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🔬 Nano size Theano LSTM module

python machine-learning tutorial theano neural-network automatic-differentiation recurrent-networks lstm gru adadelta dropout

Updated Nov 16, 2016
Python

nschaetti / EchoTorch

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A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.

python machine-learning machine-learning-algorithms torch pytorch recurrent-neural-networks artificial-intelligence recurrent-networks neural-networks python-toolkit artificial-neural-networks machinelearning echo-state-networks reservoir-computing

Updated Oct 16, 2020
Python

philipperemy / tensorflow-multi-dimensional-lstm

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Multi dimensional LSTM as described in Alex Graves' Paper https://arxiv.org/pdf/0705.2011.pdf

recurrent-networks lstm tensroflow multi-dimensional 2d-lstm grid-lstm

Updated Mar 30, 2020
Jupyter Notebook

philipperemy / tensorflow-phased-lstm

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Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences (NIPS 2016) - Tensorflow 1.0

machine-learning deep-learning tensorflow recurrent-networks lstm-model mnist-dataset tensorflow-1-0

Updated Dec 19, 2018
Python

dido1998 / Recurrent-Independent-Mechanisms

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Implementation of the paper Recurrent Independent Mechanisms (https://arxiv.org/pdf/1909.10893.pdf)

deep-learning pytorch recurrent-networks attention rim generalization lstms grus

Updated Aug 5, 2020
Python

kristijanbartol / Deep-Music-Tagger

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Music genre classification model using CRNN

music deep-neural-networks deep-learning keras audio-analysis music-information-retrieval recurrent-networks convolutional-networks deeplearning fma librosa music-analysis music-classification mel-spectrograms

Updated Sep 27, 2018
Python

hav4ik / tinyai

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A compact implementation of NEAT (NeuroEvolution of Augmentic Topologies) algorithm on C++ for small programs/projects.

neuroevolution recurrent-neural-networks recurrent-networks augmenting-topologies

Updated Sep 11, 2015
HTML

ericzhao28 / NetDetect

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End-to-end differentiable model for botnet detection using GRUs with additive attention.

security botnet tensorflow recurrent-networks rnn network-analysis attention-mechanisms

Updated Jun 12, 2020
Python

jonzia / NeuralNetStudio

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Open-Source Recurrent Neural Network Program (RNN). [MATLAB]

gui matlab recurrent-networks hyperparameter-optimization rnn hyperparameter-tuning parallel-processing hyperparameter-search neural-network-architectures

Updated Feb 6, 2018
MATLAB

artix75 / psyc

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A simple C implementation of Artificial Neural Networks

machine-learning neural-network recurrent-networks lstm neural-networks convolutional-neural-networks

Updated May 13, 2017
C

mhaut / scalable_RNN_HSI

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Source code of "Scalable Recurrent Neural Network for Hyperspectral Image Classification"

recurrent-networks deeplearning hyperspectral-image-classification hyperspectral

Updated Sep 13, 2020
Python

shivamnegi92 / LSTM-RNN-over-Bitcoin-Historical-Data

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A LSTM based Deep Net which predict bitcoin value trends(30 days)

bitcoin cntk tensorflow keras recurrent-networks batches lstm-networks

Updated May 5, 2018
Jupyter Notebook

seifip / udacity-deep-learning-nanodegree

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Project work for the Udacity Deep Learning Nanodegree

machine-learning udacity reinforcement-learning deep-learning sentiment-analysis neural-network recurrent-networks transfer-learning udacity-nanodegree udacity-deep-learning convolution-networks

Updated May 3, 2020
Jupyter Notebook

matthiasludwig / deep-learning-udacity-material

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Material from Udacity for the Deep Learning ND

deep-learning sentiment-analysis neural-network notebook tensorflow recurrent-networks batch-normalization dcgan nanodegree convolutional-networks

Updated Nov 6, 2018
Jupyter Notebook

satinder147 / sentiment--analysis

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Sentence Sentiment Analysis

api deep-learning sentiment-analysis neural-network model tokenizer keras recurrent-neural-networks recurrent-networks pickle neural tokenization sentiment-classification keras-tensorflow

Updated Jan 22, 2019
Python

nschaetti / RCNLP

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RCNLP - Echo State Network for Natural Language Processing is a research project about Reservoir Computing for NLP tasks

nlp machine-learning machine-learning-algorithms recurrent-neural-networks artificial-intelligence recurrent-networks artificial-neural-networks machinelearning echo-state-networks reservoir-computing nlp-machine-learning rc reservoircomputing switch-attractor-experiments

Updated Sep 11, 2017
OpenEdge ABL

thayumaanavan / Recurrent_Neural_Networks

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Week 3 - Recurrent Networks

recurrent-neural-networks recurrent-networks lstm

Updated Jun 14, 2018
Jupyter Notebook

2015xli / recurrent-network

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A simple tutorial on recurrent network in Python

python machine-learning tutorial deep-learning recurrent-networks

Updated Jan 2, 2018
Jupyter Notebook

rahulkgup / deep-learning-foundation

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Repo for the Deep Learning Nanodegree Foundations program.

deep-learning sentiment-analysis neural-network recurrent-networks convolutional-networks

Updated Oct 22, 2017
Jupyter Notebook

Notgnoshi / trumperator

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Generating Trump tweets with deep learning.

html natural-language-processing twitter deep-learning tweets keras text-generation recurrent-neural-networks recurrent-networks lstm batch-normalization class-project generative-models textgeneration trump-tweets generating-tweets generational-models

Updated Apr 24, 2018
TeX

zblasingame / time-series-models

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Collection of malware detection models using time series data.

tensorflow recurrent-networks generative-adversarial-network tensorflow-models anomaly-detection malware-detection

Updated Jul 4, 2017
Python

shenmbsw / DeepLearning_Basic

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deep-neural-networks deep-learning recurrent-networks convolutional-neural-networks

Updated May 13, 2017
Jupyter Notebook

uttejh / DeepLearning_PyTorch

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My projects and exercises for the latest Deep Learning ND program from Udacity

udacity deep-learning gpu word2vec cnn python3 pytorch recurrent-networks style-transfer predicting-patterns

Updated Oct 4, 2019
Jupyter Notebook

blrB / RNNSequencePrediction

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Recurrent neural network(RNN) Sequence Prediction, Jordan networks, Simple recurrent networks(SRN)

recurrent-networks ann sequence-prediction

Updated Sep 27, 2017
C++

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