Example implementation of the Bayesian neural network in "Structured and Efficient Variational Deep Learning with Matrix Gaussian Posteriors", Christos Louizos & Max Welling, ICML 2016
☆30Jul 17, 2020Updated 6 years ago
Alternatives and similar repositories for SEVDL_MGP
Users that are interested in SEVDL_MGP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Multiplicative Normalizing Flow (MNF) posteriors for variational Bayesian neural networks☆65Jul 17, 2020Updated 6 years ago
- Scalable Training of Inference Networks for Gaussian-Process Models, ICML 2019☆42Nov 29, 2022Updated 3 years ago
- ☆11Dec 9, 2017Updated 8 years ago
- Code for "A Spectral Approach to Gradient Estimation for Implicit Distributions" (ICML'18)☆34May 11, 2023Updated 3 years ago
- customized GPflow with simple Tensorflow API☆17Aug 7, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The Matlab Code for the AISTATS 2015 paper "Learning Deep Sigmoid Belief Network with Data Augmentation"☆13Sep 20, 2015Updated 11 years ago
- Regularization, Neural Network Training Dynamics☆14Jan 13, 2020Updated 6 years ago
- Code for the paper Implicit Weight Uncertainty in Neural Networks☆66Nov 14, 2019Updated 6 years ago
- Deep generative models for semi-supervised learning.☆109Nov 21, 2016Updated 9 years ago
- Code for "Functional variational Bayesian neural networks" (https://arxiv.org/abs/1903.05779)☆87Jul 19, 2020Updated 6 years ago
- All code and content for my blog.☆15Sep 23, 2018Updated 8 years ago
- Beta process sparse NMF☆22Dec 2, 2014Updated 11 years ago
- TensorFlow implementation of "noisy K-FAC" and "noisy EK-FAC".☆61Jan 12, 2019Updated 7 years ago
- Code release for the ICLR paper☆22Jun 13, 2018Updated 8 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.
- Variational and semi-supervised neural network toppings for Lasagne☆209Aug 25, 2016Updated 10 years ago
- Implementation in C and Theano of the method Probabilistic Backpropagation for scalable Bayesian inference in deep neural networks.☆193Feb 12, 2019Updated 7 years ago
- hsvgbkhgbv / Thermostat-assisted-continuously-tempered-Hamiltonian-Monte-Carlo-for-Bayesian-learningThermostat-assisted continuously-tempered Hamiltonian Monte Carlo for Bayesian learning☆10Dec 10, 2018Updated 7 years ago
- Natural Gradient, Variational Inference☆29Jan 13, 2020Updated 6 years ago
- Code for "Adversarial Distillation of Bayesian Neural Network Posteriors" https://arxiv.org/abs/1806.10317☆16Oct 31, 2018Updated 8 years ago
- A community repository for benchmarking Bayesian methods☆113Nov 29, 2021Updated 4 years ago
- Fast asynchronous GPU monitoring tool across multiple machines through SSH☆11Nov 26, 2024Updated last year
- A demo of Bayesian neural networks, using SVI and HMC.☆13Sep 12, 2019Updated 7 years ago
- Code for "Sequential Neural Models with Stochastic Layers"☆118Nov 3, 2016Updated 9 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A tensorflow implementation of VAE training with Renyi divergence☆32Sep 14, 2016Updated 10 years ago
- Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"☆584Feb 26, 2022Updated 4 years ago
- Repository for my research on generative modelling of cell images☆14Dec 8, 2022Updated 3 years ago
- ☆13Nov 21, 2016Updated 9 years ago
- Repository for the work Transforming Gaussian Processes with Normalizing Flows published at AISTATS 2021☆26Dec 19, 2022Updated 3 years ago
- ☆17May 19, 2016Updated 10 years ago
- code for stochastic expectation propagation☆17Oct 30, 2015Updated 11 years ago
- Dynamic config system based on python classes☆12Jan 27, 2023Updated 3 years ago
- Dropout As A Bayesian Approximation: Code☆204Jul 3, 2015Updated 11 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Compact Bilinear Pooling (https://arxiv.org/abs/1511.06062) for TensorFlow☆45Mar 21, 2020Updated 6 years ago
- ☆16Oct 29, 2020Updated 6 years ago
- Codes for "Understanding MCMC Dynamics as Flows on the Wasserstein Space" (ICML-19)☆12Nov 17, 2019Updated 6 years ago
- This repo is for residual-connected sentence encoder for NLI.☆11Jan 21, 2018Updated 8 years ago
- ☆43Feb 9, 2017Updated 9 years ago
- Implementation of the paper [Using Fast Weights to Attend to the Recent Past](https://arxiv.org/abs/1610.06258)☆173Nov 3, 2016Updated 9 years ago
- Observe the dataset of images and targets in few shots☆11Sep 27, 2022Updated 4 years ago