baybe
vizier
| baybe | vizier | |
|---|---|---|
| 1 | 5 | |
| 185 | 1,174 | |
| 11.5% | 0.8% | |
| 9.9 | 9.3 | |
| about 8 hours ago | 7 days ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
baybe
vizier
- [N] Google Open Sources Vizier, Hyperparameter + Blackbox Optimization Service at Scale
- Is there any premade evolutionary algorithm selecting optimal NN architectures in TensorFlow ?
- Google just open sourced its Vizier optimisation suite
- Python-based research interface for blackbox and hyperparameter optimization
What are some alternatives?
modAL - A modular active learning framework for Python
mango - Parallel Hyperparameter Tuning in Python
emukit - A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.
SpaceDrones - A simple learning environment with space drones for evolution-inspired optimization.
nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Gradient-Free-Optimizers - Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
awesome-experimental-standards-deep-learning - Repository collecting resources and best practices to improve experimental rigour in deep learning research.
keras-tuner - A Hyperparameter Tuning Library for Keras
tune - An abstraction layer for parameter tuning
mlr3hyperband - Successive Halving and Hyperband in the mlr3 ecosystem
DIgging - Decision Intelligence for digging best parameters in target environment.
pyswarms - A research toolkit for particle swarm optimization in Python