TheClimateCorporation / dfo-algorithm
Blackbox derivative-free optimization with DFO-TR algorithm
☆26Updated 9 years ago
Alternatives and similar repositories for dfo-algorithm:
Users that are interested in dfo-algorithm are comparing it to the libraries listed below
- Benchmark suite of test functions suitable for evaluating black-box optimization strategies☆49Updated 7 months ago
- ☆47Updated 5 months ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆41Updated 3 years ago
- The Mixing method: coordinate descent for low-rank semidefinite programming☆15Updated 3 years ago
- gpbo☆25Updated 4 years ago
- A lightweight python library for bandit algorithms☆30Updated 2 years ago
- ☆30Updated 2 years ago
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆35Updated 7 years ago
- ☆76Updated 2 years ago
- Bayesian optimization in high-dimensions via random embedding.☆113Updated 11 years ago
- Paper: Challenges in High-dimensional Reinforcement Learning with Evolution Strategies☆28Updated 2 years ago
- ☆66Updated 6 years ago
- Stochastic Gradient Riemannian Langevin Dynamics☆33Updated 9 years ago
- A Python environment for large-scale optimization.☆30Updated 7 years ago
- Explore the optimization landscape for direct policy learning reinforcement learning.☆50Updated 6 years ago
- Fast Gaussian Processes for regression☆11Updated 6 years ago
- Scalable Log Determinants for Gaussian Process Kernel Learning (https://arxiv.org/abs/1711.03481) (NIPS 2017)☆18Updated 7 years ago
- Code accompanying the paper "Learning Permutations with Sinkhorn Policy Gradient"☆39Updated 6 years ago
- Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"☆28Updated 3 years ago
- python algorithms to solve sparse linear programming problems☆28Updated last year
- Clean repo for tensor-train RNN implemented in TensorFlow☆68Updated 5 years ago
- Distributed Bayesian Optimization☆23Updated 4 years ago
- **Sferes2 module** A unifying modular framework for Quality-Diversity algorithms☆22Updated 4 years ago
- Non stationary bandit for experiments with Reinforcement Learning☆34Updated 7 years ago
- Implementation of Nesterov and Polyak's (2006) cubic regularization algorithm and Cartis et al's (2011) adaptive cubic regularization alg…☆17Updated 2 years ago
- A python package of Zeroth-Order Optimization (ZOOpt)☆68Updated 2 years ago
- A CVXPY extension for multi-convex programming☆45Updated last year
- LaTeX style file for the Journal of Machine Learning Research☆9Updated 4 years ago
- [ICML'18] Scalable Gaussian Processes with Grid-Structured Eigenfunctions☆21Updated 2 years ago
- Quasi-Newton Algorithm for Stochastic Optimization☆10Updated 2 years ago