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mixture-density-networks

Here are 34 public repositories matching this topic...

jsn5 / dancenet

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

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

tonyduan / mixture-density-network

Mixture density network implemented in PyTorch.

machine-learning pytorch mixture-density-networks

Updated May 18, 2023
Python

X-rayLaser / pytorch-handwriting-synthesis-toolkit

Handwriting generation and handwriting synthesis as described in Alex Graves's paper https://arxiv.org/abs/1308.0850. Pytorch implementation.

pytorch recurrent-neural-networks lstm attention mixture-density-networks handwriting-synthesis paper-implementations handwriting-generation text-to-handwriting

Updated Jan 30, 2024
Python

sksq96 / pytorch-mdn

Mixture Density Networks (MDN) implemented in PyTorch

pytorch mixture-density-networks

Updated May 31, 2020
Jupyter Notebook

sbi-dev / pyknos

Conditional density estimation with neural networks

mixture-density-networks density-estimation normalizing-flows

Updated Jan 18, 2025
Python

cpmpercussion / impsy

IMPSy - the Interactive Musical Prediction SYstem

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

Updated Dec 24, 2024
Python

afshinrahimi / geomdn

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

alegonz / kdsb17

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

andhus / extkeras

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

DuaneNielsen / mixturedensity

Mixture Density Network Demo in Pytorch

deep-learning pytorch deeplearning mixture-density-networks

Updated Sep 17, 2018
Python

AnesBenmerzoug / Handwriting-Model

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)

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

Updated May 12, 2025
Python

NU-CUCIS / MDN-GAN

A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design

machine-learning generative-adversarial-network materials-informatics mixture-density-networks inverse-model

Updated Apr 3, 2023
Python

ExoMDN

philippbaumeister / ExoMDN

Rapid characterization of exoplanet interiors with Mixture Density Networks

python machine-learning deep-learning exoplanets mixture-density-networks planetary-science exoplanet-classification

Updated May 6, 2025
Jupyter Notebook

ascentai / mdn_pyro

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

zyz293 / GAN-MDN

A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design

generative-adversarial-network materials-informatics mixture-density-networks inverse-model

Updated Nov 9, 2020
Python

philippbaumeister / MDN_exoplanets

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 Mar 24, 2023
Jupyter Notebook

cpmpercussion / empi

An Embodied Musical Predictive Interface using Mixture Density Networks

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

Updated Mar 5, 2024
Python

BrightBlueCheese / Modeling-of-Time-varying-Wireless-Communication-Channel-with-Fading-and-Shadowing

Modeling of Time-varying Wireless Communication Channel with Fading and Shadowing

deep-learning mixture-density-networks wireless-communication stochastic-models wireless-channel

Updated Oct 2, 2024
Jupyter Notebook

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

Pytorch Implementation of Conditional + Unconditional Handwriting

python torch lstm attention-mechanism mixture-density-networks

Updated Jul 3, 2018
Jupyter Notebook

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