nni VS archai

Compare nni vs archai 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
Suggest alternative
Edit details

archai

Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research. (by microsoft)
Python Pytorch Machine Learning Deep Learning neural-architecture-search Nas automated-machine-learning model-compression darts petridish hyperparameter-optimization Automl
Source Code
microsoft.github.io
Suggest alternative
Edit details
InfluxDB
Our great sponsors
  • InfluxDB - Power Real-Time Data Analytics at Scale
  • WorkOS - The modern identity platform for B2B SaaS
  • SaaSHub - Software Alternatives and Reviews
Our great sponsors
nni archai
5 3
13,708 451
0.8% 0.7%
6.7 8.3
about 1 month ago 4 months 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.

archai

Posts with mentions or reviews of archai. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-09-02.

What are some alternatives?

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

optuna - A hyperparameter optimization framework

only_train_once - OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM

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

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

sapientml - Generative AutoML for Tabular Data

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

deephyper - DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks

hyperopt - Distributed Asynchronous Hyperparameter Optimization in Python

makeZFS_armbian - RockPro64 Based NAS setup guide with ZFS

automlbenchmark - OpenML AutoML Benchmarking Framework

autokeras - AutoML library for deep learning

nni vs optuna archai vs only_train_once nni vs FLAML archai vs autogluon nni vs autogluon archai vs sapientml nni vs AutoML archai vs deephyper nni vs hyperopt archai vs makeZFS_armbian nni vs automlbenchmark archai vs autokeras