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fg-research

Advanced Time Series Solutions in Amazon SageMaker

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  1. lnn-sagemaker lnn-sagemaker Public

    SageMaker implementation of liquid neural networks (LNNs) for time series forecasting.

    Jupyter Notebook 27 6

  2. lstm-ae-sagemaker lstm-ae-sagemaker Public

    SageMaker implementation of LSTM-AE model for time series anomaly detection.

    Jupyter Notebook 6

  3. lstm-ad-sagemaker lstm-ad-sagemaker Public

    SageMaker implementation of LSTM-AD model for time series anomaly detection.

    Jupyter Notebook 3 2

  4. cnn-kmeans-sagemaker cnn-kmeans-sagemaker Public

    SageMaker implementation of CNN-KMeans model for time series clustering.

    Jupyter Notebook 2

  5. lstm-fcn-sagemaker lstm-fcn-sagemaker Public

    SageMaker implementation of LSTM-FCN model for time series classification.

    Jupyter Notebook 1

  6. rnn-sagemaker rnn-sagemaker Public

    SageMaker implementation of recurrent neural networks (RNNs) for time series forecasting.

    Jupyter Notebook 1

Repositories

Showing 9 of 9 repositories
  • website Public

    fg-research website

    JavaScript 0 0 0 0 Updated Apr 9, 2025
  • blog Public

    fg-research blog

    Jupyter Notebook 0 0 0 0 Updated Jan 29, 2025
  • lnn-sagemaker Public

    SageMaker implementation of liquid neural networks (LNNs) for time series forecasting.

    Jupyter Notebook 27 Apache-2.0 6 0 0 Updated Sep 11, 2024
  • rnn-sagemaker Public

    SageMaker implementation of recurrent neural networks (RNNs) for time series forecasting.

    Jupyter Notebook 1 0 0 0 Updated Sep 11, 2024
  • lstm-ae-sagemaker Public

    SageMaker implementation of LSTM-AE model for time series anomaly detection.

    Jupyter Notebook 6 0 0 0 Updated Sep 11, 2024
  • lstm-ad-sagemaker Public

    SageMaker implementation of LSTM-AD model for time series anomaly detection.

    Jupyter Notebook 3 2 0 0 Updated Sep 11, 2024
  • cnn-kmeans-sagemaker Public

    SageMaker implementation of CNN-KMeans model for time series clustering.

    Jupyter Notebook 2 Apache-2.0 0 0 0 Updated Sep 11, 2024
  • inception-time-sagemaker Public

    SageMaker implementation of InceptionTime model for time series classification.

    Jupyter Notebook 0 0 0 0 Updated Sep 11, 2024
  • lstm-fcn-sagemaker Public

    SageMaker implementation of LSTM-FCN model for time series classification.

    Jupyter Notebook 1 0 0 0 Updated Sep 11, 2024

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