nni VS lightwood

Compare nni vs lightwood and see what are their differences.

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nni lightwood
5 2
13,663 414
0.9% 4.8%
6.7 9.2
22 days ago 8 days ago
Python Python
MIT License GNU General Public License v3.0 only
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.

lightwood

Posts with mentions or reviews of lightwood. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-02-19.
  • Launch HN: MindsDB (YC W20) – Machine Learning Inside Your Database
    6 projects | news.ycombinator.com | 19 Feb 2021
    3. A decoder that is trained to generate images takes that representation and generates an image1.

    Note: above is a good illustrative example, in practice, we're good with outputting dates, numerical, categories, tags and time-series (i.e. predicting 20 steps ahead). We haven't put much work into image/text/audio/video outputs

    You should be able to find more details about how we do this in the docs and most of the heavy lifting happens in the lightwood repo, the code for that is fairly readable I hope: https://github.com/mindsdb/lightwood

What are some alternatives?

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

optuna - A hyperparameter optimization framework

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

autogluon - AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

MindsDB - The platform for customizing AI from enterprise data

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

automlbenchmark - OpenML AutoML Benchmarking Framework

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

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.