dasha
Optimization framework
A framework for distributed optimization with communication compression and optimal oracle complexity.
0 stars
2 watching
1 forks
Language: Python
last commit: about 2 years ago Related projects:
| Repository | Description | Stars |
|---|---|---|
 c-bata/goptuna | A decentralized hyperparameter optimization framework inspired by Optuna. | 262 |
 fpicetti/occamypy | A library for solving large-scale optimization problems with flexible and scalable vector and operator definitions | 55 |
 automl/robo | A Bayesian optimization framework designed to optimize complex functions with robustness and flexibility | 484 |
 jungtaekkim/bayeso | A framework for optimizing hyperparameters in machine learning models using Bayesian optimization | 93 |
 guopengf/auto-fedrl | A reinforcement learning-based framework for optimizing hyperparameters in distributed machine learning environments. | 15 |
 100/solid | A comprehensive framework for solving optimization problems without gradient calculations. | 575 |
 jonfanlab/glonet | A software framework for training neural networks to optimize dielectric metasurfaces using physics-driven generative models and global optimization algorithms. | 101 |
 perone/pyevolve | A Python-based optimization framework providing tools and algorithms to evolve solutions from problem definitions. | 314 |
 asappresearch/flambe | An ML framework for accelerating research and its integration into production workflows | 264 |
 rsteca/sklearn-deap | Replaces grid search with evolutionary algorithms to find optimal parameters for machine learning models | 771 |
 rajatsen91/mftree_det | A framework for optimizing complex functions using a multi-fidelity approach. | 5 |
 xidongwu/federated-minimax-and-conditional-stochastic-optimization | This project presents optimization techniques for federated learning and minimax games in the context of machine learning | 1 |
 google/ceviche-challenges | A software suite for benchmarking photonic inverse design optimization algorithms | 95 |
 cicirello/chips-n-salsa | A comprehensive Java library of local search algorithms with customization and hybridization capabilities | 60 |
 liboyue/beer | A collection of numerical experiments and code for demonstrating the performance of decentralized nonconvex optimization methods | 8 |