tune VS nni

Compare tune vs nni and see what are their differences.

tune

An abstraction layer for parameter tuning (by fugue-project)
parameter-tuning hyperparameter-tuning hyperparameter-optimization Machine Learning Distributed Computing Distributed Distributed Systems
Source Code
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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
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tune nni
1 5
33 13,777
- 0.7%
1.3 4.5
about 1 year ago 2 days 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.

tune

Posts with mentions or reviews of tune. 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 tune and nni you can also consider the following projects:

FEDOT - Automated modeling and machine learning framework FEDOT

optuna - A hyperparameter optimization framework

Distributed-Systems-Guide - Distributed Systems Guide

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

vizier - Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

autogluon - Fast and Accurate ML in 3 Lines of Code

bagua - Bagua Speeds up PyTorch

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

wandb - 🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

hyperopt - Distributed Asynchronous Hyperparameter Optimization in Python

Hyperactive - An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.

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

tune vs FEDOT nni vs optuna tune vs Distributed-Systems-Guide nni vs FLAML tune vs vizier nni vs autogluon tune vs bagua nni vs AutoML tune vs wandb nni vs hyperopt tune vs Hyperactive nni vs archai