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mixture-density-networks

Here are 19 public repositories matching this topic...

jsn5 / dancenet

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DanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)

computer-vision keras lstm generative-model autoencoder mixture-density-networks

Updated Sep 15, 2019
Python

axelbrando / Mixture-Density-Networks-for-distribution-and-uncertainty-estimation

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A generic Mixture Density Networks (MDN) implementation for distribution and uncertainty estimation by using Keras (TensorFlow)

deep-neural-networks deep-learning neural-network master-thesis tensorflow mdn keras tensorflow-experiments mixture-density-networks uncertainty-estimation mixture-density-model mixture

Updated Jun 30, 2017
Jupyter Notebook

sksq96 / pytorch-mdn

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Mixture Density Networks (MDN) implemented in PyTorch

pytorch mixture-density-networks

Updated May 31, 2020
Jupyter Notebook

andhus / extkeras

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Playground for implementing custom layers and other components compatible with keras, with the purpose to learn the framework better and perhaps in future offer some utils for others.

playground deep-learning keras lstm attention-mechanism add-ons mixture-density-networks phased-lstm

Updated Dec 28, 2018
Python

alegonz / kdsb17

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Gaussian Mixture Convolutional AutoEncoder applied to CT lung scans from the Kaggle Data Science Bowl 2017

python kaggle gaussian-mixture-models lung-cancer-detection convolutional-autoencoder mixture-density-networks medical-images keras-tensorflow

Updated Oct 9, 2017
Python

afshinrahimi / geomdn

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Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks (EMNLP2017)

geolocation mix lexical mixture-density-networks dialectology

Updated Feb 1, 2018
Python

tonyduan / mdn

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Mixture density network implemented in PyTorch.

machine-learning pytorch mixture-density-networks

Updated Mar 8, 2019
Python

cpmpercussion / imps

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IMPS - the Interactive Musical Prediction System

music neural-network mdn prediction rnn mixture-density-networks

Updated Jan 28, 2020
Python

AnesBenmerzoug / Handwriting-Model

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Implementation of a network for handwriting synthesis based on the work of Graves et al. described in this article: https://arxiv.org/abs/1308.0850 (WIP)

neural-network python3 pytorch mixture-density-networks handwriting-synthesis lstm-neural-networks handwriting-model

Updated Jun 1, 2020
Python

cpmpercussion / empi

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An Embodied Musical Predictive Interface using Mixture Density Networks

music deep-learning interaction creativity nime mixture-density-networks

Updated Jan 28, 2020
Python

ascentai / mdn_pyro

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Implementation of a Mixture Density Network in the deep probabilistic programming language Pyro.

machine-learning pytorch probabilistic-programming mixture-density-networks deep-learning-tutorial pyro

Updated Dec 20, 2018
Python

DuaneNielsen / mixturedensity

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Mixture Density Network Demo in Pytorch

deep-learning pytorch deeplearning mixture-density-networks

Updated Sep 17, 2018
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mitmul / chainer-mdn

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Mixture Density Network with Chainer

machine-learning chainer numpy generative-model mixture-density-networks

Updated Jun 12, 2018
Python

SamTube405 / MDN

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Keras layer for Mixture Density Network (MDN)

machine-learning mixture-density-networks univariate-distributions keras-tensorflow

Updated Apr 16, 2019
Python

philippbaumeister / MDN_exoplanets

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Trained models for the paper "Machine-learning inference of interior structures of low-mass exoplanets" (Baumeister et al. 2020)

machine-learning tensorflow keras exoplanets mixture-density-networks numerical-modelling planetary-science machinelearning-python

Updated Feb 25, 2020
Jupyter Notebook

alegonz / MBM-Colorization

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Image colorization with a Multivariate Bernoulli Mixture Density network.

python image-colorization mixture-density-networks mixture-density-model colorization keras-tensorflow bernoulli-distribution

Updated Oct 8, 2017
Python

AizazSharif / Handwriting-Generation-Using-Recurrent-Neural-Networks

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Pytorch Implementation of Conditional + Unconditional Handwriting

python torch lstm attention-mechanism mixture-density-networks

Updated Jul 3, 2018
Jupyter Notebook

Bassstring / dreamduck

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World Models Experiments for Duckietown

reinforcement-learning deep-learning dreaming gym vae self-driving-car mixture-density-networks ducks self-driving gym-environment baselines duckietown ppo2

Updated Oct 31, 2019
Python

Shahdsaf / dreamduck

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World Models Experiments for Duckietown

reinforcement-learning deep-learning dreaming gym vae self-driving-car mixture-density-networks ducks baselines duckietown ppo2

Updated Sep 17, 2019
Python

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