rdturnermtl / bbo_challenge_starter_kitLinks
Starter kit for the black box optimization challenge at Neurips 2020
☆113Updated 4 years ago
Alternatives and similar repositories for bbo_challenge_starter_kit
Users that are interested in bbo_challenge_starter_kit are comparing it to the libraries listed below
Sorting:
- Benchmark framework to easily compare Bayesian optimization methods on real machine learning tasks☆148Updated 3 years ago
- BOAH: Bayesian Optimization & Analysis of Hyperparameters☆67Updated 5 years ago
- ☆71Updated 4 years ago
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Updated 7 years ago
- Code repository for Ensemble Bayesian Optimization☆53Updated 5 years ago
- ☆51Updated 11 months ago
- Bayesian Optimization of Combinatorial Structures☆97Updated 5 years ago
- ☆182Updated 11 months ago
- ☆78Updated 5 years ago
- Python implementation of GLN in different frameworks☆98Updated 4 years ago
- Mixture Density Networks (Bishop, 1994) tutorial in JAX☆59Updated 5 years ago
- ☆195Updated 11 months ago
- Collection of hyperparameter optimization benchmark problems☆148Updated last month
- ☆16Updated 6 years ago
- ☆69Updated 4 years ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆51Updated 5 years ago
- Functional ANOVA☆124Updated 3 months ago
- ☆59Updated 6 years ago
- Code Repo for "Subspace Inference for Bayesian Deep Learning"☆82Updated last year
- Bayesian neural network package☆147Updated 3 years ago
- CHOP: An optimization library based on PyTorch, with applications to adversarial examples and structured neural network training.☆77Updated last year
- ☆168Updated 10 months ago
- This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"☆180Updated 3 years ago
- Benchmark functions for Bayesian optimization☆33Updated last year
- Exploring Bayesian Optimization☆76Updated 3 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆41Updated 3 years ago
- DeepOBS: A Deep Learning Optimizer Benchmark Suite☆107Updated last year
- Guided Evolutionary Strategies☆271Updated 2 years ago
- Library for learning and inference with Sum-product Networks utilizing TensorFlow 2.x and Keras☆48Updated 4 years ago
- An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.☆83Updated 3 years ago