vizier VS SpaceDrones

Compare vizier vs SpaceDrones and see what are their differences.

vizier

Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service. (by google)
vizier hyperparameter-optimization tuning tuning-parameters blackbox-optimization hyperparameter-tuning bayesian-optimization evolutionary-algorithms Distributed Systems Distributed Computing Grpc open-source Google Algorithm Deep Learning Machine Learning Optimization
Source Code
oss-vizier.readthedocs.io
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SpaceDrones

A simple learning environment with space drones for evolution-inspired optimization. (by kaifishr)
box2d-physics-engine evolutionary-algorithms genetic-algorithm Machine Learning Optimization Pygame Python evolution-strategies
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vizier SpaceDrones
5 1
1,173 4
0.7% -
9.3 7.8
1 day ago 7 months ago
Python Python
Apache License 2.0 MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.

vizier

Posts with mentions or reviews of vizier. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-10-13.

SpaceDrones

Posts with mentions or reviews of SpaceDrones. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing vizier and SpaceDrones you can also consider the following projects:

mango - Parallel Hyperparameter Tuning in Python

RocketLander - A simple framework equipped with optimization algorithms, such as reinforcement learning, evolution strategies, genetic optimization, and simulated annealing, to enable an orbital rocket booster to land autonomously.

Gradient-Free-Optimizers - Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

GeneticAlgorithmPython - Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

keras-tuner - A Hyperparameter Tuning Library for Keras

TorchGA - Train PyTorch Models using the Genetic Algorithm with PyGAD

tune - An abstraction layer for parameter tuning

evotorch - Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

mlr3hyperband - Successive Halving and Hyperband in the mlr3 ecosystem

zoofs - zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.

baybe - Bayesian Optimization and Design of Experiments

DIgging - Decision Intelligence for digging best parameters in target environment.

vizier vs mango SpaceDrones vs RocketLander vizier vs Gradient-Free-Optimizers SpaceDrones vs GeneticAlgorithmPython vizier vs keras-tuner SpaceDrones vs TorchGA vizier vs tune SpaceDrones vs evotorch vizier vs mlr3hyperband SpaceDrones vs zoofs vizier vs baybe vizier vs DIgging