sgas VS nni

Compare sgas vs nni and see what are their differences.

sgas

SGAS: Sequential Greedy Architecture Search (CVPR'2020) https://www.deepgcns.org/auto/sgas (by lightaime)
graph-neural-networks geometric-deep-learning deep-gcns Automl neural-architecture-search Bioinformatics Computer Vision 3d-point-clouds
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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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sgas nni
3 5
160 13,742
- 0.5%
0.0 6.7
almost 3 years ago about 2 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.

sgas

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

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 sgas and nni you can also consider the following projects:

pytorch_geometric - Graph Neural Network Library for PyTorch

optuna - A hyperparameter optimization framework

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.

Sklearn-genetic-opt - ML hyperparameters tuning and features selection, using evolutionary algorithms.

sgas vs pytorch_geometric nni vs optuna 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 nni vs Sklearn-genetic-opt