A generic Mixture Density Networks (MDN) implementation for distribution and uncertainty estimation by using Keras (TensorFlow)
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Updated
Jun 30, 2017 - Jupyter Notebook
A generic Mixture Density Networks (MDN) implementation for distribution and uncertainty estimation by using Keras (TensorFlow)
DanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)
Mixture density network implemented in PyTorch.
Mixture Density Networks (MDN) implemented in PyTorch
Handwriting generation and handwriting synthesis as described in Alex Graves's paper https://arxiv.org/abs/1308.0850. Pytorch implementation.
Gaussian Mixture Convolutional AutoEncoder applied to CT lung scans from the Kaggle Data Science Bowl 2017
IMPSy - the Interactive Musical Prediction SYstem
Conditional density estimation with neural networks
A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design
(WIP) Implementation of a network for Handwriting Synthesis based on the work of Generating Sequences With Recurrent Neural Networks by Alex Graves (https://arxiv.org/abs/1308.0850)
Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks (EMNLP2017)
Rapid characterization of exoplanet interiors with Mixture Density Networks
A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design
World Models Experiments for Duckietown
Implementation of a Mixture Density Network in the deep probabilistic programming language Pyro.
Trained models for the paper "Machine-learning inference of interior structures of low-mass exoplanets" (Baumeister et al. 2020)
A simple module for Mixture Density Networks in Pytorch
World Models Experiments for Duckietown
To reproduce the results of the paper: Data-Driven Latency Probability Prediction for Wireless Networks: Focusing on Tail Probabilities
Pytorch Implementation of Conditional + Unconditional Handwriting
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