flaviagiammarino/stanford-hypoglycemia-forecasting

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GNU General Publi...
Created over 1 year ago
Updated 4 months ago

flaviagiammarino/stanford-hypoglycemia-forecasting

flaviagiammarino

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A machine learning model for week-ahead hypoglycemia prediction from continuous glucose monitoring data.

deep-tcn-tensorflow

TensorFlow implementation of DeepTCN model for probabilistic time series forecasting with temporal convolutional networks.

tcan-tensorflow

TensorFlow implementation of TCAN model for multivariate time series forecasting with sparse attention mechanisms.

time-gan-tensorflow

TensorFlow implementation of TimeGAN model for synthetic time series generation with generative adversarial networks.

lstm-fcn-pytorch

PyTorch implementation of LSTM-FCN model for univariate time series classification.

nbeats-tensorflow

TensorFlow implementation of N-BEATS model for univariate time series forecasting.

lstnet-tensorflow

TensorFlow implementation of LSTNet model for multivariate time series forecasting.

encdec-ad-tensorflow

TensorFlow implementation of EncDec-AD model for multivariate time series anomaly detection with LSTM-based encoder-decoder.

brits-tensorflow

TensorFlow implementation of BRITS model for multivariate time series imputation with bidirectional recurrent neural networks.

probcast-tensorflow

TensorFlow implementation of ProbCast model for probabilistic time series forecasting with generative adversarial networks.

inception-time-pytorch

PyTorch implementation of InceptionTime model for multivariate time series classification.

stanford-tide-dashboard

Continuous glucose monitoring dashboard for algorithm-enabled prioritizations of patients with type 1 diabetes.