mixture-density-networks
There are 33 repositories under mixture-density-networks topic.
jsn5/dancenet
DanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)
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)
tonyduan/mixture-density-network
Mixture density network implemented in PyTorch.
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.
sksq96/pytorch-mdn
Mixture Density Networks (MDN) implemented in PyTorch
sbi-dev/pyknos
Conditional density estimation with neural networks
cpmpercussion/impsy
IMPSy - the Interactive Musical Prediction SYstem
afshinrahimi/geomdn
Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks (EMNLP2017)
alegonz/kdsb17
Gaussian Mixture Convolutional AutoEncoder applied to CT lung scans from the Kaggle Data Science Bowl 2017
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.
DuaneNielsen/mixturedensity
Mixture Density Network Demo in Pytorch
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)
ascentai/mdn_pyro
Implementation of a Mixture Density Network in the deep probabilistic programming language Pyro.
NU-CUCIS/MDN-GAN
A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design
philippbaumeister/ExoMDN
Rapid characterization of exoplanet interiors with Mixture Density Networks
zyz293/GAN-MDN
A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design
cpmpercussion/empi
An Embodied Musical Predictive Interface using Mixture Density Networks
philippbaumeister/MDN_exoplanets
Trained models for the paper "Machine-learning inference of interior structures of low-mass exoplanets" (Baumeister et al. 2020)
AizazSharif/Handwriting-Generation-Using-Recurrent-Neural-Networks
Pytorch Implementation of Conditional + Unconditional Handwriting
BrightBlueCheese/Modeling-of-Time-varying-Wireless-Communication-Channel-with-Fading-and-Shadowing
Modeling of Time-varying Wireless Communication Channel with Fading and Shadowing
samiemostafavi/wireless-pr3d
To reproduce the results of the paper: Data-Driven Latency Probability Prediction for Wireless Networks: Focusing on Tail Probabilities
JoshuaBillson/MixtureDensityNetworks.jl
A simple interface for defining, training, and deploying MDNs.
mitmul/chainer-mdn
Mixture Density Network with Chainer
sameeravithana/MDN
Keras layer for Mixture Density Network (MDN)
shanto268/PhotonTimeStudies
Use of Deep Mixture Density Networks to predict Muon Hit positions from Photon propagation time in scintillator bars in Muon Telescopes
alegonz/MBM-Colorization
Image colorization with a Multivariate Bernoulli Mixture Density network.
ayushmankumar7/Mixture-Density-Networks
Simple Mixture Density Model implementation in Pytorch
pvlachas/LED-Proteins
Framework for learning effective reduced order dynamics of molecular systems.
sampo-kuutti/adversarial-mixture-density-networks
Adversarial Mixture Density Networks for autonomous driving
frankroeder/dreamduck
World Models Experiments for Duckietown
Shahdsaf/dreamduck
World Models Experiments for Duckietown
souvikshanku/mdn
Mixture Density Networks in pytorch
tnwei/torchmdn
A simple module for Mixture Density Networks in Pytorch