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autokeras

keras-team/autokeras

AutoML library for deep learning

GitHub Website

GraphCanon updated Sep 30, 2026 · GitHub synced Sep 30, 2026

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9.3k stars1.4k forksLast push Nov 25, 2025 Python Apache-2.0

Decision brief

AutoKeras simplifies deep learning model design through automated neural architecture search and is compatible with Python 3.7+ and TensorFlow 2.8.0+.

Good fit when

When your project involves deep learning tasks requiring minimal manual intervention in designing models.
For developers aiming to leverage advanced neural architecture searches without significant expertise in deep learning.

Avoid when

When working with Python versions older than 3.7 or TensorFlow versions older than 2.8.0, as AutoKeras is not compatible.
If your project emphasizes transparent, understandable model architecture over automated generation without human oversight.

Observed Jul 17, 2026 · Source: enrich:decision_facts

autokeras alternatives Trust report

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Maintenance and security

Full trust report

Maintenance: Slowing (309d since push); As of Sep 30, 2026
Provenance: Not a fork · Organization account; As of Sep 30, 2026
Security (OSV): No lockfile; As of Jul 11, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

pip install autokeras

PyPI

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

A Python-based AutoML library that simplifies the process of designing deep learning models through automated tasks like neural architecture search.

Capability facts

Languages: python
Source: github.language+pyproject.toml · Sep 30, 2026

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Sep 30, 2026)

**Note:** Currently, AutoKeras is only compatible with **Python >= 3.7** and **TensorFlow >= 2.8.0**.

Source link

README

Installation To install the package, please use the installation as follows: Please follow the installation guide for more details. Note: Currently, AutoKeras is only compatible with Python = 3.7 and TensorFlow = 2.8.0 .

For agents

This page has a .md twin and JSON over the API.

/tools/keras-team-autokeras.md GET /api/graphcanon/tools/keras-team-autokeras GET /api/graphcanon/graph?tool=keras-team-autokeras