LightAutoML
6.3#8 in automl softwareFree planFree planWebLinuxmacOSSelf-hosted
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| Fact | LightAutoML | Obviously AI |
|---|---|---|
| Automation | Its pipeline creation supports automatic hyperparameter tuning, data processing, typing, feature selection, time utilization, and report creation. | The homepage describes automatic model monitoring combined with if-this-then-that automations using Zapier. |
| Integrations | The project offers optional installation extras for NLP, computer vision, and reports, and its tutorial demonstrates a SQL data source. | The official integrations catalog lists Airtable, Amazon Redshift, Box, Chartio, CSV, Dropbox, Google Analytics, Google BigQuery, Google Drive, HubSpot, JSON, Kaggle, Mode, MongoDB, MySQL, PostgreSQL, Salesforce, Shopify, Snowflake, SQL Server, Tableau, Typeform and Zapier. |
| Support | The repository directs users to its Slack community or Telegram group for advice and GitHub issues for bug reports and feature requests. | The pricing page lists email support for Free and dedicated AI strategist, dedicated data scientist, video call, and chat support for the paid plans. |
LightAutoML suits data scientists and analysts working with tabular or text data who want to automate parts of model and pipeline creation. Its current dataset support is limited to independent samples in each row.
The Free plan is described as intended for individuals, hobbyists, and non-profits. Obviously AI may suit users who have structured CSV data and want to build predictive models without code.