EverythingXiaomi
For vendors
AdvertiseTop spots, featured rows, home sponsor Get listedAdd a product we don't cover yet Claim a listingFree: verify the domain, then correct your page Vendor dashboardNumbers, orders and placements
List your app
Vendor dashboard
The Lale homepage

Lale

Visit site Alternatives
Score5.8
Rank#16 of 28
Free planNo
Runs onAPI, Linux, macOS, Windows

Summary

Lale is ranked #16 of 28 in AutoML software on Everything Xiaomi. It runs on API, Linux, macOS, Windows.

Compared on AutoML software

Free plan
Yeslale.readthedocs.io
Automated model selection
Yeslale.readthedocs.io
Workflow interface
codelale.readthedocs.io
Hosting model
self_hostedlale.readthedocs.io

Facts

What it does
Lale is a Python library for semi-automated data science that helps select algorithms and tune pipeline hyperparameters.github.com · 4 Oct 2026
Automation
It provides a consistent interface to pipeline search tools including Hyperopt, GridSearchCV, and SMAC.github.com · 4 Oct 2026
Correctness checks
Lale uses JSON Schema to catch mismatches between hyperparameters and their types, or between data and operators.github.com · 4 Oct 2026
Interoperability
It includes operators from libraries such as scikit-learn, XGBoost, and PyTorch.github.com · 4 Oct 2026
Install and use
Lale installs as a Python package and can be used with tools such as Jupyter notebooks.github.com · 4 Oct 2026
Operating systems
The installation guide says Lale can be used on Linux, Windows 10, or Mac OS X.github.com · 4 Oct 2026
Modalities and tasks
The FAQ says Lale has been used for text, images, time series, and multimodal data, and for regression as well as classification.github.com · 4 Oct 2026
Deep learning
Lale includes some deep-learning operators, but the FAQ says it does not currently support full-fledged neural architecture search.github.com · 4 Oct 2026
Custom operators
Operators following scikit-learn fit/predict or fit/transform conventions can be wrapped for use with some Lale features.github.com · 4 Oct 2026
IBM product relationship
Lale is free, open source, Apache-licensed, and does not require commercial IBM products; IBM's AutoAI SDK uses it.github.com · 4 Oct 2026
Release status
The repository describes Lale as being in an Alpha release and says it comes without warranties.github.com · 4 Oct 2026
Performance focus
The FAQ says computational performance has received some attention but has not been a major focus.github.com · 4 Oct 2026

Best Lale alternatives

See all 12
7.2 FEDOT Free plan 7.1 LightAutoML Free plan 6.9 AutoGluon Free plan 6.9 BigML Free plan 6.8 Amazon SageMaker Autopilot Free trial 6.8 Auto-PyTorch Free plan

Where it ranks on Everything Xiaomi

Is Lale yours?

Claim it for free: prove the domain, then correct facts, plans and screenshots. An editor reviews every change.

Claim it free Promote Lale

Sources