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ben-yee's Projects

bert4nilm icon bert4nilm

PyTorch Implementation of BERT4NILM: A Bidirectional Transformer Model for Non-Intrusive Load Monitoring

d3net icon d3net

A pytorch implementation of D3Net.

densenet-pytorch icon densenet-pytorch

A PyTorch Implementation for Densely Connected Convolutional Networks (DenseNets)

dilatedrnn-1 icon dilatedrnn-1

A study on the paper ‘Dilated Recurrent Neural Networks’

gnn_based_nilm icon gnn_based_nilm

Non Intrusive Load Monitoring based on Graph Neural Networks and Representation Learning

hiddenlayer icon hiddenlayer

Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.

music_source_separator icon music_source_separator

Music source separation tools with pytorch. Train, separate, evaluate on custom datasets with TF and time domain models.

vae-nilm icon vae-nilm

Non-Intrusive Load Monitoring based on VAE model

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