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Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

Timeseries_seq2seq ⭐ 362

This repo aims to be a useful collection of notebooks/code for understanding and implementing seq2seq neural networks for time series forecasting. Networks are constructed with keras/tensorflow.

Reservoirpy ⭐ 304

A simple and flexible code for Reservoir Computing architectures like Echo State Networks

Time Series Deep Learning State Of The Art ⭐ 269

Scientific time series and deep learning state of the art

Java Deep Learning Cookbook ⭐ 150

Code for Java Deep Learning Cookbook

Cloud Bandwidth ⭐ 132

Measure and Graph Network Bandwidth

Lstm_attention ⭐ 131

attention-based LSTM/Dense implemented by Keras

Datascience_book ⭐ 128

Globalnoc Networkmap Panel ⭐ 125

A network map panel for Grafana

Repo 2016 ⭐ 105

R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation

Awesome Deep Learning Based Time Series Forecasting ⭐ 100

Paper List Of Time Series Forecasting With Deep Learning ⭐ 75

Wavelet_networks ⭐ 69

Code repository of the paper "Wavelet Networks: Scale Equivariant Learning From Raw Waveforms" https://arxiv.org/abs/2006.05259

Bitcoinprediction ⭐ 57

CryptoCurrency prediction using Deep Recurrent Neural Networks

Time Series Forecasting Rnn Tensorflow ⭐ 56

Time series forecasting

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

Time series to visibility graphs.

Interp Net ⭐ 49

Code for "Interpolation-Prediction Networks for Irregularly Sampled Time Series", ICLR 2019.

Implementation of Undecimated Fully Convolutional Neural Network for time series modeling

Deeplearning Timeseries ⭐ 36

Timeseries Forecasting via Recurrent Neural Nets [Keras + Theano]

Java Deep Learning Cookbook ⭐ 35

Java Deep Learning Cookbook, published by Packt

Anoshift ⭐ 33

The implementation of "modeling financial time-series with generative adversarial networks"

Keras Rnn Timeseries ⭐ 28

Keras-RNN-timeseries

Kaggle Web Traffic Time Series Forecasting ⭐ 24

Solution to Kaggle - Web Traffic Time Series Forecasting

Tensorflow_basics ⭐ 23

Basic TensorFlow mechanics, operations, class definitions, and neural networks building. Examples from deeplearning.ai Tensorflow course using Google Colab platform.

Hedgecraft ⭐ 23

A portfolio management algorithm for the 21st century.

Hydrostreamer ⭐ 19

R package for downscaling off-the-shelf runoff products to explicit river network.

Prediction Using Bayesian Neural Network ⭐ 13

Prediction of continuous signals data and Web tracking data using dynamic Bayesian neural network. Compared with other network architectures aswell.

Timeseries Rnn ⭐ 12

char-rnn for time series data

Tdt99 2020 ⭐ 11

Repository for the theory module TDT99

Python Vegindex ⭐ 11

Python package to generate vegetation index timeseries from PhenoCam images.

Mars_express__esn ⭐ 9

Tackling ESA's Mars Express Power Challenge with Echo State Networks

Recurrent Neural Networks for Timeseries

Visual Interaction Networks ⭐ 9

A PyTorch implementation of visual interaction networks

Rnn Tutorial ⭐ 9

Signal Processing with Recurrent Neural Networks in TensorFlow

FETA: Framework for Evolving Topology Analysis. Java-based graph analysis software.

Gans_for_spiking_time_series ⭐ 7

Generative Adversarial Networks for time-series generation

A Long Short Term Memory neural network for time series prediction. Memory blocks contain one memory cell in each. Weights for the network are randomly initialized.

Temporal Conv Net Keras ⭐ 7

TCN architecture for time series

Generating_financial_time_series_with_gan ⭐ 7

Attentionflow ⭐ 6

[WSDM 2021] AttentionFlow: Visualising Influence in Networks of Time Series

Mcmc_fnn_timeseries ⭐ 6

Bayesian Neural Network for Time Series Prediction

Algorithm for Revealing Network Interactions (ARNI) from nonlinear collective dynamics

Hashing Based Network Discovery ⭐ 6

Hashing-based network discovery from time series

Lstm Bitcoin Googletrends Prediction ⭐ 6

Recurrent Neural Network (RNN), LSTM (Long Short-Time Memory), Bitcoin, Google Trends, Prediction, Deep Learning

Multivariate Time Series Classification Model with Attentional Prototype Network

Neural Financial Prediction Encog Java ⭐ 5

Backpropagation Neural Network For Multivariate Time Series Forecasting ⭐ 5

Backpropagation Neural Network for Multivariate Time Series Forecasting (multi input single output: 2 inputs and 1 output)

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