Mixture density network implemented in PyTorch.
☆153May 18, 2023Updated 2 years ago
Alternatives and similar repositories for mixture-density-network
Users that are interested in mixture-density-network are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Mixture Density Networks for PyTorch☆223Dec 9, 2025Updated 3 months ago
- A generic Mixture Density Networks (MDN) implementation for distribution and uncertainty estimation by using Keras (TensorFlow)☆357Jun 30, 2017Updated 8 years ago
- Mixture Density Networks (MDN) implemented in PyTorch☆66May 31, 2020Updated 5 years ago
- Mixture Density Network Demo in Pytorch☆14Sep 17, 2018Updated 7 years ago
- Official Repository of "Graph Mixture Density Networks" (ICML 2021)☆27Jul 30, 2022Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- An MDN Layer for Keras using TensorFlow's distributions module☆170Mar 20, 2026Updated last week
- PyTorch implementation of Probabilistic Network Ensembles on toy problems☆23Feb 1, 2023Updated 3 years ago
- Orthogonal Quantile Regression☆11Oct 21, 2021Updated 4 years ago
- Implementations of var-sortability, sortnregress, and chain-orientation as presented in the article "Beware of the Simulated DAG": https:…☆15Nov 2, 2023Updated 2 years ago
- Supplementary material to reproduce "Multivariate Deep Evidential Regression"☆21Feb 25, 2022Updated 4 years ago
- Toolkit to forge scikit-learn compatible estimators☆19Mar 1, 2026Updated 3 weeks ago
- Official Project Webpage for paper "DiffSRL: Learning Dynamic-aware State Representation for Control via Differentiable Simulation"☆12Apr 4, 2022Updated 3 years ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Sep 6, 2025Updated 6 months ago
- tutorial notebooks☆392Apr 5, 2018Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- This is official Pytorch implementation of "Uncertainty quantification in medical image segmentation with Normalizing Flows", Raghavendra…☆30Oct 23, 2022Updated 3 years ago
- A mixture density network, by PyTorch, for scikit-learn☆25Feb 27, 2026Updated last month
- This work introduces LaT-PFN, a novel time series model that combines PFN and JEPA frameworks to generate zero-shot forecasts efficientl…☆20Aug 1, 2024Updated last year
- Official implementation of the paper "PIVEN: A Deep Neural Network for Prediction Intervals with Specific Value Prediction" by Eli Simhay…☆37Mar 12, 2023Updated 3 years ago
- Implementation of Flexible Conditional Density Estimator☆26Jul 11, 2025Updated 8 months ago
- Bayesian and Maximum Likelihood Implementation of the Normalizing Flow Network (NFN): https://arxiv.org/abs/1907.08982☆22Dec 10, 2020Updated 5 years ago
- This repository contains implementations of the paper, Bayesian Model-Agnostic Meta-Learning.☆20Jan 19, 2023Updated 3 years ago
- Information Bottleneck Approach to Spatial Attention Learning, IJCAI2021☆15Jun 1, 2021Updated 4 years ago
- ☆14Mar 25, 2023Updated 3 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)☆78Oct 3, 2023Updated 2 years ago
- Conformal Locally Valid interval-Estimates for Regression☆17Sep 27, 2024Updated last year
- Offline Policy Evaluation via Adaptive Weighting with Data from Contextual Bandits☆10Oct 21, 2024Updated last year
- Python and torch-based package implementing various parametric and nonparametric methods for conditional density estimation☆198Dec 27, 2025Updated 3 months ago
- Official repository for the paper "Fast Predictive Uncertainty for Classification with Bayesian Deep Networks". Accepted at UAI 2022. htt…☆12May 25, 2022Updated 3 years ago
- A Mixture Density Layer for Keras☆10Nov 19, 2017Updated 8 years ago
- An experiment: emcee implemented in JAX☆28Jul 1, 2022Updated 3 years ago
- Convolution Smoothed Quantile Regression☆19Oct 9, 2024Updated last year
- PyTorch-based radio-interferometric imaging reconstruction package with scalable Bayesian uncertainty quantification relying on data-driv…☆12Feb 17, 2025Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Experiments for Meta-Learning Symmetries by Reparameterization☆58Apr 11, 2021Updated 4 years ago
- Stochastic Gradient Langevin Dynamics for Bayesian learning☆36Nov 29, 2021Updated 4 years ago
- ☆48Nov 2, 2022Updated 3 years ago
- Mixture Density Network for water constituent estimation☆48Aug 16, 2024Updated last year
- ☆15Oct 5, 2020Updated 5 years ago
- Source Code for the ICML 2020 Paper on Uncertainty & Robustness in Deep Learning☆17Aug 28, 2023Updated 2 years ago
- NRPyPN: Validated Post-Newtonian Expressions for Numerical Relativity☆12Oct 1, 2023Updated 2 years ago