ili3p / HORDLinks
Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates
☆115Updated 8 years ago
Alternatives and similar repositories for HORD
Users that are interested in HORD are comparing it to the libraries listed below
Sorting:
- A fully decentralized hyperparameter optimization framework☆124Updated last year
- Functional ANOVA☆124Updated 7 months ago
- ☆69Updated 5 years ago
- Parameter Importance Analysis Tool☆77Updated 4 years ago
- TensorFlow implementation of Bayes-by-Backprop algorithm from "Weight Uncertainty in Neural Networks" paper☆51Updated 6 years ago
- Gaussian Process optimization algorithm for Hyperopt☆24Updated 11 years ago
- simple python interface to SMAC.☆21Updated 7 years ago
- We use a modified neural network instead of Gaussian process for Bayesian optimization.☆108Updated 8 years ago
- Streamlined machine learning experiment management.☆107Updated 5 years ago
- gpbo☆25Updated 4 years ago
- A bare-bones TensorFlow framework for Bayesian deep learning and Gaussian process approximation☆128Updated 4 years ago
- Bayesian Weight Uncertainty Dense Layer for Keras☆47Updated 8 years ago
- Hyperparameter optimization with approximate gradient☆66Updated 4 years ago
- Experiments in Bayesian Machine Learning☆69Updated 6 years ago
- Bayesian Effective Connectivity☆54Updated 6 years ago
- Example implementation of the Bayesian neural network in "Structured and Efficient Variational Deep Learning with Matrix Gaussian Posteri…☆30Updated 5 years ago
- ☆13Updated 9 years ago
- ☆80Updated 7 years ago
- Several implementations of the kernel-based activation functions☆63Updated 6 years ago
- ☆74Updated 6 years ago
- Edward content including papers, posters, and talks☆92Updated 5 years ago
- Code for paper "L4: Practical loss-based stepsize adaptation for deep learning"☆124Updated 6 years ago
- Implementation of Stochastic Gradient MCMC algorithms☆41Updated 8 years ago
- InfiniteBoost: building infinite ensembles with gradient descent☆183Updated 7 years ago
- ☆25Updated 7 years ago
- 🧹 Formerly for binary classification with noisy labels. Replaced by cleanlab.☆83Updated 3 years ago
- Probabilistic Programming and Statistical Inference in PyTorch☆111Updated 8 years ago
- Mixed History Recurrent Neural Networks☆47Updated 7 years ago
- ☆116Updated 2 years ago
- Bayesian Optimization using GPflow☆272Updated 4 years ago