LightAutoML VS nni

Compare LightAutoML vs nni and see what are their differences.

LightAutoML

LAMA - automatic model creation framework (by sberbank-ai-lab)
Automl Classification Regression multiclass Pytorch NLP model-selection parameter-tuning automated-machine-learning lama Pipeline Data Science feature-engineering ensembling stacking Kaggle gradient-boosting linear-model blackbox whitebox

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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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LightAutoML nni
1 5
767 13,726
- 0.9%
9.2 6.7
about 2 years ago about 2 months 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.

LightAutoML

Posts with mentions or reviews of LightAutoML. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-07-24.

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 LightAutoML and nni you can also consider the following projects:

FEDOT - Automated modeling and machine learning framework FEDOT

optuna - A hyperparameter optimization framework

cookiecutter-data-science - A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

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

jupyter - Jupyter metapackage for installation, docs and chat

autogluon - 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]

lazypredict - Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

hyperopt - Distributed Asynchronous Hyperparameter Optimization in Python

Language_Identifier - Language Identification classification using XGBoost

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

LightAutoML vs FEDOT nni vs optuna LightAutoML vs cookiecutter-data-science nni vs FLAML LightAutoML vs jupyter nni vs autogluon LightAutoML vs autogluon nni vs AutoML LightAutoML vs lazypredict nni vs hyperopt LightAutoML vs Language_Identifier nni vs archai