nni VS AutoML

Compare nni vs AutoML and see what are their differences.

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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AutoML

This is a collection of our NAS and Vision Transformer work. [Moved to: https://github.com/microsoft/Cream] (by microsoft)
Nas Automl vision-transformer rpe

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nni AutoML
5 1
13,726 272
0.9% -
6.7 8.1
about 2 months ago over 2 years ago
Python Python
MIT 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.

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.

AutoML

Posts with mentions or reviews of AutoML. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-08-10.

What are some alternatives?

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

optuna - A hyperparameter optimization framework

SwinIR - SwinIR: Image Restoration Using Swin Transformer (official repository)

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

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

autogluon - AutoGluon: Fast and Accurate ML in 3 Lines of Code

MPViT - [CVPR 2022] MPViT:Multi-Path Vision Transformer for Dense Prediction

hyperopt - Distributed Asynchronous Hyperparameter Optimization in Python

T2T-ViT - ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet

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

makeZFS_armbian - RockPro64 Based NAS setup guide with ZFS

automlbenchmark - OpenML AutoML Benchmarking Framework

tsflex - Flexible time series feature extraction & processing

nni vs optuna AutoML vs SwinIR nni vs FLAML AutoML vs Cream nni vs autogluon AutoML vs MPViT nni vs hyperopt AutoML vs T2T-ViT nni vs archai AutoML vs makeZFS_armbian nni vs automlbenchmark nni vs tsflex