An MDN Layer for Keras using TensorFlow's distributions module
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mixture-density-network
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Mixture Density Network for joint position coordinates prediction, attention mechanism for feature selection
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A State-of-the-Art Generative Model for Human Typing Behavior
deep-learning tensorflow qwerty transformer browser-automation keystroke-dynamics typing-simulation error-correction tensorflowjs mixture-density-network sequence-modeling synthetic-data-generation autoregressive-model behavioral-modeling human-behavior-modeling generative-ai human-typing typing-behavior style-conditioned-generation computational-behavior
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- Python
This repository contains Matlab codes developed for the thesis of the exam of Mathematical Models for Biomedicine, a.y. 2022-23, Master of Science in Mathematical Engineering at Politecnico di Torino, held by proff. Chiara Giverso, Luigi Preziosi, Luca Mesin. This work had been developed in cooperation with Lorenzo Vito Dal Zovo and Enrico Ortu.
machine-learning politecnico-di-torino glioblastoma mixture-density-network glioma netlab neural-parameter-estimation biomedical-machine-learning
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- MATLAB
Simple Mixture Density Model implementation in Pytorch
mdn pytorch gaussian-mixture-models mixture-density-networks mixture-density-network pytorch-implementation
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Handwritten letter generation with DCGAN (image) and LSTM-MDN (stroke sequences) trained on EMNIST.
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