A generic Mixture Density Networks (MDN) implementation for distribution and uncertainty estimation by using Keras (TensorFlow)
☆362Jun 30, 2017Updated 9 years ago
Alternatives and similar repositories for Mixture-Density-Networks-for-distribution-and-uncertainty-estimation
Users that are interested in Mixture-Density-Networks-for-distribution-and-uncertainty-estimation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An MDN Layer for Keras using TensorFlow's distributions module☆171Jun 22, 2026Updated 3 months ago
- Mixture Density Networks for PyTorch☆225Dec 9, 2025Updated 9 months ago
- Mixture density network implemented in PyTorch.☆154May 18, 2023Updated 3 years ago
- Implementation of mixture density network layer and objective function in Keras☆22Nov 3, 2016Updated 9 years ago
- Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians☆18Oct 27, 2019Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Mixture Density Networks (MDN) implemented in PyTorch☆66May 31, 2020Updated 6 years ago
- An exploration of mixture density networks☆36Nov 20, 2017Updated 8 years ago
- tutorial notebooks☆392Apr 5, 2018Updated 8 years ago
- LSTM + MDN for basketball trajectories☆147Mar 11, 2018Updated 8 years ago
- This repository provides the code examples for the corresponding blog posts. In case you have questions, feel free to contact me directly…☆52Apr 6, 2021Updated 5 years ago
- Kernel Mixture Network implementation with some minor tweaks☆45Sep 12, 2017Updated 9 years ago
- ☆208Jul 22, 2018Updated 8 years ago
- An implementation of "Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles" (http://arxiv.org/abs/1612.01474)☆34Dec 18, 2016Updated 9 years ago
- Generative Handwriting using LSTM Mixture Density Network with TensorFlow☆702Feb 10, 2018Updated 8 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.☆250Aug 2, 2024Updated 2 years ago
- A Mixture Density RNN for generating musical touchscreen interactions.☆14Mar 25, 2023Updated 3 years ago
- (Theano) Implementations about deep neural network, recurrent neural network, LSTM, and structured learining.☆10Nov 9, 2016Updated 9 years ago
- Multiplicative Normalizing Flow (MNF) posteriors for variational Bayesian neural networks☆65Jul 17, 2020Updated 6 years ago
- This repo is an open source of paper : Applying bidirectional LSTM and Mixture Density Network for Basketball Trajectory Prediction.☆26Mar 14, 2020Updated 6 years ago
- ☆13Aug 23, 2024Updated 2 years ago
- A Mixture Density Layer for Keras☆10Nov 19, 2017Updated 8 years ago
- Hierarchical Mixture of Experts,Mixture Density Neural Network☆45Mar 31, 2017Updated 9 years ago
- Bayesian Weight Uncertainty Dense Layer for Keras☆47Jan 5, 2017Updated 9 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- This demo shows how to learn a neural network on top of decision trees☆32May 15, 2017Updated 9 years ago
- This repository is the code for Predictive Uncertainty Estimation using Deep Ensemble☆162Jul 23, 2022Updated 4 years ago
- TensorFlow impementation of: Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images☆64May 27, 2016Updated 10 years ago
- Flexible Bayesian inference using TensorFlow☆143Feb 20, 2017Updated 9 years ago
- enhance seq2seq model for open ended dialog generation☆27Mar 10, 2017Updated 9 years ago
- Character-level Neural Translation using Quasi-RNNs☆133Jan 27, 2018Updated 8 years ago
- The official repository for the CVPR 2019 paper "Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for…☆48Jan 7, 2021Updated 5 years ago
- Keras implementation for "Deep Networks with Stochastic Depth" http://arxiv.org/abs/1603.09382☆139Jul 21, 2020Updated 6 years ago
- Implementation and evaluation of different approaches to get uncertainty in neural networks☆141Feb 16, 2018Updated 8 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- an implementation of reinforcement learning problem, stock prices☆10Dec 26, 2016Updated 9 years ago
- A PyTorch implementation of Recurrent Additive Networks by Lee et al. (2017)☆29Oct 17, 2017Updated 8 years ago
- Repo for the EACL2017 tutorial on imitation learning☆27Apr 3, 2017Updated 9 years ago
- Multilayer LSTM and Mixture Density Network for modelling path-level SVG Vector Graphics data in TensorFlow☆816Oct 25, 2018Updated 7 years ago
- Building a Bayesian deep learning classifier☆491Oct 30, 2017Updated 8 years ago
- Code for Fast Information-theoretic Bayesian Optimisation☆16Jun 7, 2018Updated 8 years ago
- A highly efficient implementation of Gaussian Processes in PyTorch☆3,915Jul 10, 2026Updated 2 months ago