HappyDogge

HappyDogge

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PyTorch-BayesianCNN

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

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MCMC_fnn_timeseries

Bayesian Neural Network for Time Series Prediction

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Bayesian_uncertainty_LSTM

Bayesian, Uncertainty, Neutral Networks, LSTM, time series

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predicaoARX

Code developed for ARX and ARIMA model estimation. The ARX model is done manually by least squares method while ARIMA model utilizes Box-Jenkins built-in matlab function. Done as an grad assignment.

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arima-studies

Studies on the implementation of a generic ARIMA algorithm, to forecast time series

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LSTM-Prediction

LSTM Prediction for time series data (jean sales data set) using matlab

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