DIgging
vizier
DIgging | vizier | |
---|---|---|
1 | 5 | |
81 | 1,174 | |
- | 0.8% | |
10.0 | 9.3 | |
over 1 year ago | 5 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.
DIgging
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?
tiny_gp - Tiny Genetic Programming in Python
mango - Parallel Hyperparameter Tuning in Python
BayesianOptimization - A Python implementation of global optimization with gaussian processes.
SpaceDrones - A simple learning environment with space drones for evolution-inspired optimization.
auto-sklearn - Automated Machine Learning with scikit-learn
Gradient-Free-Optimizers - Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
keras-tuner - A Hyperparameter Tuning Library for Keras