Popularity

8.0

Growing

Activity

9.9

Growing

Stars 3,994

Watchers 210

Forks 519

Last Commit 6 days ago

Description

MindsDB is an Explainable AutoML framework for developers built on top of Pytorch. It enables you to build, train and test state of the art ML models in as simple as one line of code.

Programming language: Python

License: GNU General Public License v3.0 only

Tags: Machine Learning Python Artificial Intelligence autoML XAI Explainable AI

Latest version: v2.13.1

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* Code Quality Rankings and insights are calculated and provided by Lumnify.
They vary from L1 to L5 with "L5" being the highest.

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README

Website | Docs | API Docs | Community Slack

MindsDB is an open-source predictive layer for existing databases that enables rapid prototyping & deployment of ML Models from your database. Significantly reducing the time and cost of machine learning workflows.

Machine Learning in Database using SQL

Features

Prototype AutoML. With MindsDB built-in Automated Machine Learning you can quickly generate the right machine learning model.
Model Tune(JSON AI). Optimize the model quickly and easily through the auto-generated JSON-type configuration file.
Bring your own models. Build your models in any framework and import into MindsDB
AI Tables. Move your models instantly to production, reduce resources, and overhead costs with AI Tables that deliver the results as database tables.
Explainable AI. Use MindsDB Studio to interpret predictions made by the model. Identify potential data biases, evaluate and visualize model accuracy using the Explainable AI.