autogluon VS nni

Compare autogluon vs nni and see what are their differences.

autogluon

AutoGluon: Fast and Accurate ML in 3 Lines of Code (by autogluon)
Automl Machine Learning Data Science Deep Learning ensemble-learning image-classification Computer Vision Natural Language Processing structured-data object-detection Gluon transfer-learning Pytorch automated-machine-learning scikit-learn autogluon tabular-data hyperparameter-optimization time-series Forecasting
Source Code
auto.gluon.ai
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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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autogluon nni
8 5
7,050 13,708
2.7% 0.8%
9.6 6.7
5 days ago about 1 month 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.

autogluon

Posts with mentions or reviews of autogluon. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-25.

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 autogluon and nni you can also consider the following projects:

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

optuna - A hyperparameter optimization framework

autokeras - AutoML library for deep learning

auto-sklearn - Automated Machine Learning with scikit-learn

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

imbalanced-regression - [ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

hyperopt - Distributed Asynchronous Hyperparameter Optimization in Python

tabnet - PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

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

automlbenchmark - OpenML AutoML Benchmarking Framework

autogluon vs FLAML nni vs optuna autogluon vs autokeras nni vs FLAML autogluon vs auto-sklearn nni vs AutoML autogluon vs imbalanced-regression nni vs hyperopt autogluon vs tabnet nni vs archai autogluon vs automlbenchmark nni vs automlbenchmark