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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 20 5

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

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

    Jupyter Notebook 1

  5. cnn-kmeans-sagemaker cnn-kmeans-sagemaker Public

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

    Jupyter Notebook 1

  6. inception-time-sagemaker inception-time-sagemaker Public

    SageMaker implementation of InceptionTime model for time series classification.

    Jupyter Notebook

Repositories

Showing 9 of 9 repositories
  • website Public

    fg-research website

    fg-research/website’s past year of commit activity
    Python 0 0 0 0 Updated Dec 2, 2024
  • blog Public

    fg-research blog

    fg-research/blog’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Dec 1, 2024
  • lnn-sagemaker Public

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

    fg-research/lnn-sagemaker’s past year of commit activity
    Jupyter Notebook 20 Apache-2.0 5 0 0 Updated Sep 11, 2024
  • rnn-sagemaker Public

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

    fg-research/rnn-sagemaker’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Sep 11, 2024
  • lstm-ae-sagemaker Public

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

    fg-research/lstm-ae-sagemaker’s past year of commit activity
    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.

    fg-research/lstm-ad-sagemaker’s past year of commit activity
    Jupyter Notebook 3 2 0 0 Updated Sep 11, 2024
  • cnn-kmeans-sagemaker Public

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

    fg-research/cnn-kmeans-sagemaker’s past year of commit activity
    Jupyter Notebook 1 Apache-2.0 0 0 0 Updated Sep 11, 2024
  • inception-time-sagemaker Public

    SageMaker implementation of InceptionTime model for time series classification.

    fg-research/inception-time-sagemaker’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Sep 11, 2024
  • lstm-fcn-sagemaker Public

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

    fg-research/lstm-fcn-sagemaker’s past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated Sep 11, 2024

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