GitHub topics: mixture-density-networks
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)
Language: Jupyter Notebook - Size: 14 MB - Last synced at: 12 days ago - Pushed at: almost 8 years ago - Stars: 349 - Forks: 91
tonyduan/mixture-density-network
Mixture density network implemented in PyTorch.
Language: Python - Size: 55.7 KB - Last synced at: 11 days ago - Pushed at: almost 2 years ago - Stars: 142 - Forks: 22
philippbaumeister/ExoMDN
Rapid characterization of exoplanet interiors with Mixture Density Networks
Language: Jupyter Notebook - Size: 17.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 8 - Forks: 3
sksq96/pytorch-mdn
Mixture Density Networks (MDN) implemented in PyTorch
Language: Jupyter Notebook - Size: 396 KB - Last synced at: 4 days ago - Pushed at: almost 5 years ago - Stars: 66 - Forks: 12
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.
Language: Python - Size: 96.5 MB - Last synced at: 15 days ago - Pushed at: about 1 year ago - Stars: 75 - Forks: 14
jsn5/dancenet
DanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)
Language: Python - Size: 1.67 MB - Last synced at: 5 months ago - Pushed at: over 5 years ago - Stars: 513 - Forks: 82
sbi-dev/pyknos
conditional density estimation with neural networks
Language: Python - Size: 93.8 KB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 24 - Forks: 4
cpmpercussion/imps
IMPSy - the Interactive Musical Prediction SYstem
Language: Python - Size: 17.7 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 23 - Forks: 5
tnwei/torchmdn
A simple module for Mixture Density Networks in Pytorch
Language: Jupyter Notebook - Size: 3.92 MB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 1
souvikshanku/mdn
Mixture Density Networks in pytorch
Language: Jupyter Notebook - Size: 813 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
BrightBlueCheese/Modeling-of-Time-varying-Wireless-Communication-Channel-with-Fading-and-Shadowing
Modeling of Time-varying Wireless Communication Channel with Fading and Shadowing
Language: Jupyter Notebook - Size: 28.3 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0
samiemostafavi/wireless-pr3d
To reproduce the results of the paper: Data-Driven Latency Probability Prediction for Wireless Networks: Focusing on Tail Probabilities
Language: Python - Size: 25.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 2
cpmpercussion/empi
An Embodied Musical Predictive Interface using Mixture Density Networks
Language: Python - Size: 19.4 MB - Last synced at: 14 days ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 0
ayushmankumar7/Mixture-Density-Networks
Simple Mixture Density Model implementation in Pytorch
Language: Jupyter Notebook - Size: 1.66 MB - Last synced at: 28 days ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
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)
Language: Python - Size: 85 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 11 - Forks: 4
JoshuaBillson/MixtureDensityNetworks.jl
A simple interface for defining, training, and deploying MDNs.
Language: Julia - Size: 724 KB - Last synced at: 26 days ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0
shanto268/PhotonTimeStudies
Use of Deep Mixture Density Networks to predict Muon Hit positions from Photon propagation time in scintillator bars in Muon Telescopes
Language: Python - Size: 16.9 MB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0
philippbaumeister/MDN_exoplanets
Trained models for the paper "Machine-learning inference of interior structures of low-mass exoplanets" (Baumeister et al. 2020)
Language: Jupyter Notebook - Size: 13.8 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 1
NU-CUCIS/MDN-GAN
A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design
Language: Python - Size: 2.37 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 3
zyz293/GAN-MDN
A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design
Language: Python - Size: 2.38 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 1
afshinrahimi/geomdn
Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks (EMNLP2017)
Language: Python - Size: 5.76 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 16 - Forks: 4
DuaneNielsen/mixturedensity
Mixture Density Network Demo in Pytorch
Language: Python - Size: 5.09 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 13 - Forks: 1
mitmul/chainer-mdn
Mixture Density Network with Chainer
Language: Python - Size: 462 KB - Last synced at: about 1 month ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 0
frankroeder/dreamduck
World Models Experiments for Duckietown
Language: Python - Size: 26.4 MB - Last synced at: 3 days ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 2
AizazSharif/Handwriting-Generation-Using-Recurrent-Neural-Networks
Pytorch Implementation of Conditional + Unconditional Handwriting
Language: Jupyter Notebook - Size: 46.1 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 1
ascentai/mdn_pyro
Implementation of a Mixture Density Network in the deep probabilistic programming language Pyro.
Language: Python - Size: 116 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 1
sameeravithana/MDN
Keras layer for Mixture Density Network (MDN)
Language: Python - Size: 8.79 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 0
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.
Language: Python - Size: 69.3 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 18 - Forks: 0
Shahdsaf/dreamduck Fork of frankroeder/dreamduck
World Models Experiments for Duckietown
Language: Python - Size: 26.4 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 1
