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AlexanderVNikitin
tsgm AlexanderVNikitin
17
144
apache-2.0
5
Generation and evaluation of synthetic time series datasets (also, augmentations, visualizations, a collection of popular datasets) NeurIPS'24
vae keras python datasets tensorflow2 time-series data-science augmentations deep-learning synthetic-data generative-model machine-learning data-augmentation synthetic-time-series
Created 2022-06-03
135 commits to main branch, last one 5 months ago
ML4ITS
TimeVQVAE ML4ITS
14
122
mit
2
[official] PyTorch implementation of TimeVQVAE from the paper ["Vector Quantized Time Series Generation with a Bidirectional Prior Model", AISTATS 2023]
pytorch timevqvae time-series vector-quantization synthetic-time-series time-series-generation
Created 2023-01-30
174 commits to main branch, last one about a month ago