rohitash-chandra/CMTL_dynamictimeseries

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MATLAB
Created over 7 years ago
Updated over 3 years ago

rohitash-chandra/CMTL_dynamictimeseries

rohitash-chandra

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Coevolutionary Multi-task learning for Dynamic Time Series prediction

dataminingMATH5836

DataMining MATH5836 @UNSW

Jupyter Notebook

mt-bnn-dts

Multi-task learning via Bayesian Neural Networks for Dynamic Time Series Prediction

MCMC_fnn_timeseries

Bayesian Neural Network for Time Series Prediction

python-bootcamp

Python Programming Bootcamp

real-coded-genetic-alg

Real-coded Genetic Algorithm: Roulette Selection with Heuristic Crossover

datascience-machinelearning

Support for Data Science and Machine Learning course @UNSW

VanillaElmanRNN

Elman Recurrent Neural Networks for Time Series Prediction

NeuralNetworksCourse_CTDS

'Neural Networks: Fundamentals and Applications' - Course at CTDS

Jupyter Notebook

Bayesian_logisticregression

Bayesian logistic regression with MCMC from scratch

Cooperative-Coevolution-CMAES

Cooperative Coevolution with CMAES as Sub-Population

research

List of research papers

CMTL-PRNN

Coevolutionary Multi-Task learning Predictive Recurrence Neural Network for Multi-Step Ahead Prediction

CooperativeCoevolution

Cooperative Coevolution using Generalised Generation Gap with Parent-Centric Crossover (G3PCX)

CooperativeCoevolution-RNN

Cooperative Coevolution Recurrent Neural Network

FNN_TimeSeries

Feedforward Neural Network (Stochastic Gradient Descent) for Time Series Prediction

Bayesianlogisticreg_multioutputs

Bayesian logistic regression for multi-class and multioutput problems with Langevin-gradient MCMC

ensemble_bnn

Ensemble Bayesian Feedforward Networks via MCMC Random-Walk

logisticregression_multiclass

Logistic regression with gradient descent for multi-class classification from scratch

Bayesian-neuroevolution

Bayesian neuroevolution via MCMC-EA

VanillaFNN-Python

Feedforward Neural Network in Python with Momentum for Pattern Classification

fnn_basic

Feedforward Neural Network: Basic implementation in Python

logistic_regression

Logistic regression with gradient descent

modular-backpropagation-classification

mcmc-randomwalk

feedforward-neural-network

Feedforward Neural Network with Vanilla Backpropagation