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Somshubra Majumdar's Projects

keras-one-cycle icon keras-one-cycle

Implementation of One-Cycle Learning rate policy (adapted from Fast.ai lib)

keras-padam icon keras-padam

Keras implementation of Padam from "Closing the Generalization Gap of Adaptive Gradient Methods in Training Deep Neural Networks"

keras-resnext icon keras-resnext

Implementation of ResNeXt models from the paper Aggregated Residual Transformations for Deep Neural Networks in Keras 2.0+.

keras-resources icon keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

keras-sru icon keras-sru

Implementation of Simple Recurrent Unit in Keras

keras_mixnets icon keras_mixnets

Keras Implementation of MixNets: Mixed Depthwise Convolutions

lstm-fcn icon lstm-fcn

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

lstm-fcn-ablation icon lstm-fcn-ablation

Repository for the ablation study of "Long Short-Term Memory Fully Convolutional Networks for Time Series Classification"

mlstm-fcn icon mlstm-fcn

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

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