Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: mixture-density-networks

cpmpercussion/imps

IMPSy - the Interactive Musical Prediction SYstem

Language: Python - Size: 17.3 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 21 - Forks: 3

sbi-dev/pyknos

conditional density estimation with neural networks

Language: Python - Size: 93.8 KB - Last synced: 16 days ago - Pushed: about 1 month ago - Stars: 24 - Forks: 4

jsn5/dancenet

DanceNet -πŸ’ƒπŸ’ƒDance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)

Language: Python - Size: 1.67 MB - Last synced: 21 days ago - Pushed: over 4 years ago - Stars: 514 - Forks: 82

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: 2 months ago - Pushed: 2 months ago - Stars: 3 - Forks: 2

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: 2 months ago - Pushed: 4 months ago - Stars: 45 - Forks: 11

cpmpercussion/empi

An Embodied Musical Predictive Interface using Mixture Density Networks

Language: Python - Size: 19.4 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 6 - Forks: 0

philippbaumeister/ExoMDN

Rapid characterization of exoplanet interiors with Mixture Density Networks

Language: Jupyter Notebook - Size: 17.2 MB - Last synced: 4 months ago - Pushed: 11 months ago - Stars: 6 - Forks: 1

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: 15 days ago - Pushed: 15 days ago - Stars: 11 - Forks: 4

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: 7 months ago - Pushed: almost 7 years ago - Stars: 319 - Forks: 90

JoshuaBillson/MixtureDensityNetworks.jl

A simple interface for defining, training, and deploying MDNs.

Language: Julia - Size: 724 KB - Last synced: 9 days ago - Pushed: 10 months ago - Stars: 2 - Forks: 0

tonyduan/mixture-density-network

Mixture density network implemented in PyTorch.

Language: Python - Size: 55.7 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 79 - Forks: 18

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: 10 months ago - Pushed: almost 3 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: about 1 year ago - Pushed: about 1 year ago - Stars: 6 - Forks: 1

sksq96/pytorch-mdn

Mixture Density Networks (MDN) implemented in PyTorch

Language: Jupyter Notebook - Size: 396 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 51 - Forks: 13

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: about 1 year ago - Pushed: over 3 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: about 1 year ago - Pushed: over 3 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: about 1 year ago - Pushed: over 6 years ago - Stars: 16 - Forks: 4

DuaneNielsen/mixturedensity

Mixture Density Network Demo in Pytorch

Language: Python - Size: 5.09 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 13 - Forks: 1

tnwei/torchmdn

A simple module for Mixture Density Networks in Pytorch

Language: Python - Size: 5.86 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 1

mitmul/chainer-mdn

Mixture Density Network with Chainer

Language: Python - Size: 462 KB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 2 - Forks: 0

ayushmankumar7/Mixture-Density-Networks

Simple Mixture Density Model implementation in Pytorch

Language: Jupyter Notebook - Size: 1.66 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

frankroeder/dreamduck

World Models Experiments for Duckietown

Language: Python - Size: 26.4 MB - Last synced: about 1 year ago - Pushed: over 2 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: about 1 year ago - Pushed: almost 6 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: about 1 year ago - Pushed: over 5 years ago - Stars: 8 - Forks: 1

sameeravithana/MDN

Keras layer for Mixture Density Network (MDN)

Language: Python - Size: 8.79 KB - Last synced: about 1 year ago - Pushed: about 5 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: about 1 year ago - Pushed: over 5 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: about 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 1