pybads VS nni

Compare pybads vs nni and see what are their differences.

pybads

PyBADS: Bayesian Adaptive Direct Search optimization algorithm for model fitting in Python (by acerbilab)
bayesian-optimization log-likelihood noiseless-functions noisy-functions optimization-algorithms Python
Source Code
acerbilab.github.io
Suggest alternative
Edit details

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning. (by microsoft)
Automl Deep Learning neural-architecture-search hyperparameter-optimization Distributed bayesian-optimization automated-machine-learning Machine Learning machine-learning-algorithms Data Science Tensorflow Pytorch neural-network deep-neural-network model-compression feature-engineering Nas Python hyperparameter-tuning Mlops
Source Code
nni.readthedocs.io
Suggest alternative
Edit details
InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
featured
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured
pybads nni
1 5
58 13,777
- 0.7%
4.7 4.5
2 months ago 4 days ago
Python Python
BSD 3-clause "New" or "Revised" License 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.

pybads

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

nni

Posts with mentions or reviews of nni. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-10-04.

What are some alternatives?

When comparing pybads and nni you can also consider the following projects:

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.

optuna - A hyperparameter optimization framework

modAL - A modular active learning framework for Python

FLAML - A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

autogluon - Fast and Accurate ML in 3 Lines of Code

AutoML - This is a collection of our NAS and Vision Transformer work. [Moved to: https://github.com/microsoft/Cream]

hyperopt - Distributed Asynchronous Hyperparameter Optimization in Python

archai - Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.

automlbenchmark - OpenML AutoML Benchmarking Framework

tsflex - Flexible time series feature extraction & processing

LightAutoML - LAMA - automatic model creation framework

remote-jobs - A list of semi to fully remote-friendly companies (jobs) in tech.

pybads vs emukit nni vs optuna pybads vs modAL nni vs FLAML nni vs autogluon nni vs AutoML nni vs hyperopt nni vs archai nni vs automlbenchmark nni vs tsflex nni vs LightAutoML nni vs remote-jobs