gramian-angular-fields

There are 2 repositories under gramian-angular-fields topic.

kochlisGit / VIT2
This repository is the implementation of the paper: ViT2 - Pre-training Vision Transformers for Visual Times Series Forecasting. ViT2 is a framework designed to address generalization & transfer learning limitations of Time-Series-based forecasting models by encoding the time-series to images using GAF and a modified ViT architecture.
computer-vision convolutional-neural-networks darts deep-neural-networks gramian-angular-fields image-encoding nbeats nhits python pytorch resnet temporal-fusion-transformer tensorflow time-series-forecasting timm vision-transformer probalistic-forecasting multi-quantile-regression
Language:Jupyter Notebook 8
sokolmarek / masters-thesis
Master's thesis - Assessment of cognitive load in extreme environment
biosignals capsule-network cognitive-neuroscience copulas electrocardiography electrodermal-activity gramian-angular-fields granger-causality machine-learning neural-network respiration space
Language:Jupyter Notebook 4
laurabpaulsen / CNN_GAF_neuro
Final project for Visual Analytics course at Aarhus University (S2023)
decoding-images markov-transition-fields neuroimaging gramian-angular-fields
Language:Python 3
69rascal / cognitive-load
🧠 Reduce cognitive load in coding to enhance understanding and efficiency. Contribute to a clear, practical guide for improving code comprehension.
audio-dataset audiovisual-dataset azure-cognitive-search cognitive-load cognitiveload copulas electrocardiography emotion-recognition gramian-angular-fields granger-causality human-activity-recognition language llvm machine-learning neural-network programming-language research respiration
1
patty111 / FinancialVision-GAFCNN
practice on timeseries data transforming on Financial Vision Topics
cnn gramian-angular-fields pytorch financial-vision
Language:Python 1
chris-official / PyTorchGAF
PyTorch accelerated GAF transform
cuda gpu gramian-angular-fields image-analysis python pytorch time-series
Language:Python