mixture-density-networks

There are 2 repositories under mixture-density-networks topic.

jsn5 / dancenet
DanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)
keras computer-vision lstm generative-model mixture-density-networks autoencoder
Language:Python 513
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)
mixture-density-networks uncertainty-estimation mixture-density-model neural-network mixture mdn deep-learning deep-neural-networks master-thesis keras tensorflow tensorflow-experiments
Language:Jupyter Notebook 328
tonyduan / mixture-density-network
Mixture density network implemented in PyTorch.
mixture-density-networks pytorch machine-learning
Language:Python 107
sksq96 / pytorch-mdn
Mixture Density Networks (MDN) implemented in PyTorch
mixture-density-networks pytorch
Language:Jupyter Notebook 62
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.
handwriting-synthesis pytorch lstm attention mixture-density-networks handwriting-generation recurrent-neural-networks text-to-handwriting paper-implementations
Language:Python 49
cpmpercussion / imps
IMPSY - the Interactive Musical Prediction SYstem
mdn mixture-density-networks music neural-network prediction rnn
Language:Python 21
alegonz / kdsb17
Gaussian Mixture Convolutional AutoEncoder applied to CT lung scans from the Kaggle Data Science Bowl 2017
keras-tensorflow mixture-density-networks convolutional-autoencoder kaggle lung-cancer-detection medical-images gaussian-mixture-models python
Language:Python 18
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.
deep-learning keras add-ons playground lstm phased-lstm attention-mechanism mixture-density-networks
Language:Python 18
afshinrahimi / geomdn
Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks (EMNLP2017)
lexical dialectology mix mixture-density-networks geolocation
Language:Python 17
DuaneNielsen / mixturedensity
Mixture Density Network Demo in Pytorch
deep-learning deeplearning pytorch mixture-density-networks
Language:Python 16
AnesBenmerzoug / Handwriting-Model
(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)
pytorch python3 neural-network handwriting-synthesis handwriting-model lstm-neural-networks mixture-density-networks pytorch-lightning reproduction
Language:Python 11
ascentai / mdn_pyro
Implementation of a Mixture Density Network in the deep probabilistic programming language Pyro.
pyro pytorch machine-learning deep-learning-tutorial probabilistic-programming mixture-density-networks
Language:Python 8
cpmpercussion / empi
An Embodied Musical Predictive Interface using Mixture Density Networks
mixture-density-networks deep-learning interaction music creativity nime
Language:Python 6
NU-CUCIS / MDN-GAN
A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design
generative-adversarial-network inverse-model machine-learning materials-informatics mixture-density-networks
Language:Python 6
ExoMDN
philippbaumeister / ExoMDN
Rapid characterization of exoplanet interiors with Mixture Density Networks
deep-learning exoplanet-classification exoplanets machine-learning mixture-density-networks planetary-science python
Language:Jupyter Notebook 6
philippbaumeister / MDN_exoplanets
Trained models for the paper "Machine-learning inference of interior structures of low-mass exoplanets" (Baumeister et al. 2020)
machine-learning planetary-science exoplanets mixture-density-networks numerical-modelling machinelearning-python tensorflow keras
Language:Jupyter Notebook 6
zyz293 / GAN-MDN
A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design
inverse-model mixture-density-networks generative-adversarial-network materials-informatics
Language:Python 5
AizazSharif / Handwriting-Generation-Using-Recurrent-Neural-Networks
Pytorch Implementation of Conditional + Unconditional Handwriting
attention-mechanism lstm mixture-density-networks python torch
Language:Jupyter Notebook 3
samiemostafavi / wireless-pr3d
To reproduce the results of the paper: Data-Driven Latency Probability Prediction for Wireless Networks: Focusing on Tail Probabilities
5g latency-prediction mixture-density-networks openairinterface
Language:Python 3
JoshuaBillson / MixtureDensityNetworks.jl
A simple interface for defining, training, and deploying MDNs.
data-science deep-learning julia machine-learning mdns mixture-density-networks neural-networks
Language:Julia 2
mitmul / chainer-mdn
Mixture Density Network with Chainer
chainer generative-model machine-learning mixture-density-networks numpy
Language:Python 2
sameeravithana / MDN
Keras layer for Mixture Density Network (MDN)
keras-tensorflow machine-learning mixture-density-networks univariate-distributions
Language:Python 2
shanto268 / PhotonTimeStudies
Use of Deep Mixture Density Networks to predict Muon Hit positions from Photon propagation time in scintillator bars in Muon Telescopes
mdns mixture-density-networks muon photon
Language:Python 2
alegonz / MBM-Colorization
Image colorization with a Multivariate Bernoulli Mixture Density network.
bernoulli-distribution colorization image-colorization keras-tensorflow mixture-density-model mixture-density-networks python
Language:Python 1
ayushmankumar7 / Mixture-Density-Networks
Simple Mixture Density Model implementation in Pytorch
pytorch pytorch-implementation mdn mixture-density-networks mixture-density-network gaussian-mixture-models
Language:Jupyter Notebook 1
pvlachas / LED-Proteins
Framework for learning effective reduced order dynamics of molecular systems.
alanine-dipeptide long-short-term-memory lstm-neural-networks machine-learning mixture-density-networks molecular-dynamics molecular-dynamics-simulation probablistic-machine-learning reccurent-neural-network miniprotein
Language:Python 1
sampo-kuutti / adversarial-mixture-density-networks
Adversarial Mixture Density Networks for autonomous driving
adversarial-learning autonomous-vehicles imitation-learning mixture-density-networks tensorflow
Language:Python 1
frankroeder / dreamduck
World Models Experiments for Duckietown
reinforcement-learning vae duckietown baselines mixture-density-networks deep-learning dreaming ppo2 gym gym-environment ducks self-driving self-driving-car
Language:Python 0
Shahdsaf / dreamduck
World Models Experiments for Duckietown
reinforcement-learning vae duckietown baselines mixture-density-networks deep-learning dreaming ppo2 gym ducks self-driving-car
Language:Python 0
tnwei / torchmdn
A simple module for Mixture Density Networks in Pytorch
deep-learning mixture-density-networks python pytorch
Language:Python

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