Python automated-machine-learning

Open-source Python projects categorized as automated-machine-learning

Top 15 Python automated-machine-learning Projects

  • nni

    An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

  • autokeras

    AutoML library for deep learning

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • auto-sklearn

    Automated Machine Learning with scikit-learn

  • autogluon

    Fast and Accurate ML in 3 Lines of Code

  • featuretools

    An open source python library for automated feature engineering

  • Project mention: Featuretools – A Python Library for Automated Feature Engineering | news.ycombinator.com | 2023-09-20
  • mljar-supervised

    Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

  • Project mention: Show HN: Web App with GUI for AutoML on Tabular Data | news.ycombinator.com | 2023-08-24

    Web App is using two open-source packages that I've created:

    - MLJAR AutoML - Python package for AutoML on tabular data https://github.com/mljar/mljar-supervised

    - Mercury - framework for converting Jupyter Notebooks into Web App https://github.com/mljar/mercury

    You can run Web App locally. What is more, you can adjust notebook's code for your needs. For example, you can set different validation strategies or evalutaion metrics or longer training times. The notebooks in the repo are good starting point for you to develop more advanced apps.

  • AutoViz

    Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

  • SaaSHub

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  • MLBox

    MLBox is a powerful Automated Machine Learning python library.

  • SMAC3

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

  • FEDOT

    Automated modeling and machine learning framework FEDOT

  • Hyperactive

    An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.

  • Project mention: Hyperactive Version 4.5 Released | news.ycombinator.com | 2023-08-27
  • Auto_ViML

    Automatically Build Multiple ML Models with a Single Line of Code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

  • archai

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

  • sapientml

    Generative AutoML for Tabular Data

  • Project mention: Show HN: SapientML – Generative AutoML for Tabular Data | news.ycombinator.com | 2023-09-28
  • autoalbument

    AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python automated-machine-learning related posts

  • Featuretools – A Python Library for Automated Feature Engineering

    1 project | news.ycombinator.com | 20 Sep 2023
  • Show HN: Web App with GUI for AutoML on Tabular Data

    4 projects | news.ycombinator.com | 24 Aug 2023
  • Show HN: AutoML Python Package for Tabular Data with Automatic Documentation

    2 projects | news.ycombinator.com | 5 Sep 2022
  • Machine Learning Algorithms Cheat Sheet

    1 project | news.ycombinator.com | 19 Feb 2022
  • Ask HN: Which piece of tech is underutilized?

    1 project | news.ycombinator.com | 6 Nov 2021
  • Automated Machine Learning (AutoML) - 9 Different Ways with Microsoft AI

    2 projects | dev.to | 4 Oct 2021
  • [N] Fast AutoML with Microsoft's FLAML + Ray Tune

    1 project | /r/MachineLearning | 25 Aug 2021
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 17 May 2024
    Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

Index

What are some of the best open-source automated-machine-learning projects in Python? This list will help you:

Project Stars
1 nni 13,777
2 autokeras 9,076
3 auto-sklearn 7,422
4 autogluon 7,181
5 featuretools 7,054
6 mljar-supervised 2,943
7 AutoViz 1,637
8 MLBox 1,477
9 SMAC3 1,012
10 FEDOT 608
11 Hyperactive 492
12 Auto_ViML 494
13 archai 457
14 sapientml 424
15 autoalbument 195

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