fg-research

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9 repositories

website
Public
fg-research website
Python
•0•0•0•0•Updated Dec 2, 2024Dec 2, 2024
blog
Public
fg-research blog
Jupyter Notebook
•0•0•0•0•Updated Dec 1, 2024Dec 1, 2024
lnn-sagemaker
Public
SageMaker implementation of liquid neural networks (LNNs) for time series forecasting.
python aws machine-learning deep-learning time-series pytorch neural-networks amazon-web-services time-series-forecasting sagemaker
Jupyter Notebook
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Apache License 2.0
•5•23•0•0•Updated Sep 11, 2024Sep 11, 2024
rnn-sagemaker
Public
SageMaker implementation of recurrent neural networks (RNNs) for time series forecasting.
python aws machine-learning deep-learning time-series pytorch recurrent-neural-networks neural-networks amazon-web-services time-series-forecasting
Jupyter Notebook
•0•0•0•0•Updated Sep 11, 2024Sep 11, 2024
lstm-ae-sagemaker
Public
SageMaker implementation of LSTM-AE model for time series anomaly detection.
python aws machine-learning deep-learning time-series pytorch recurrent-neural-networks amazon-web-services autoencoders deep-autoencoders
Jupyter Notebook
•0•6•0•0•Updated Sep 11, 2024Sep 11, 2024
lstm-ad-sagemaker
Public
SageMaker implementation of LSTM-AD model for time series anomaly detection.
python aws machine-learning deep-learning time-series pytorch recurrent-neural-networks amazon-web-services anomaly-detection sagemaker
Jupyter Notebook
•2•3•0•0•Updated Sep 11, 2024Sep 11, 2024
cnn-kmeans-sagemaker
Public
SageMaker implementation of CNN-KMeans model for time series clustering.
python aws machine-learning deep-learning time-series clustering convolutional-neural-networks amazon-web-services time-series-clustering k-means-clustering
Jupyter Notebook
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Apache License 2.0
•0•1•0•0•Updated Sep 11, 2024Sep 11, 2024
inception-time-sagemaker
Public
SageMaker implementation of InceptionTime model for time series classification.
python aws machine-learning deep-learning time-series pytorch classification convolutional-neural-networks amazon-web-services time-series-classification
Jupyter Notebook
•0•0•0•0•Updated Sep 11, 2024Sep 11, 2024
lstm-fcn-sagemaker
Public
SageMaker implementation of LSTM-FCN model for time series classification.
python aws machine-learning deep-learning time-series pytorch recurrent-neural-networks classification convolutional-neural-networks amazon-web-services
Jupyter Notebook
•0•1•0•0•Updated Sep 11, 2024Sep 11, 2024