Alternatives

Pycaret alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Pycaret

Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

100
Quality
93
Trust
9.8K
Stars
#1

Orange3

Similarity 146Trust 91Excellent 100

🍊 :bar_chart: :bulb: Orange: Interactive data analysis

5.6K starsMay 25, 2026 pushml-automationPythonMachine Learning
$ npx skills add biolab/orange3
#2

FLAML

Similarity 140Trust 95Excellent 100

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

4.4K starsJun 15, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add microsoft/FLAML
#3

Smile

Similarity 140Trust 91Excellent 100

Statistical Machine Intelligence & Learning Engine

6.4K starsJun 16, 2026 pushml-automationJavaMachine Learning
$ npx skills add haifengl/smile
#4

Pyod

Similarity 140Trust 97Excellent 100

A Python library for anomaly detection across tabular, time series, graph, text, and image data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.

9.9K starsJun 5, 2026 pushml-automationPythonMachine Learning
$ npx skills add yzhao062/pyod
#5

Darts

Similarity 140Trust 97Excellent 100

A python library for user-friendly forecasting and anomaly detection on time series.

9.4K starsJun 6, 2026 pushml-automationPythonMachine Learning
$ npx skills add unit8co/darts
#6

Autogluon

Similarity 140Trust 95Excellent 100

Fast and Accurate ML in 3 Lines of Code

10K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add autogluon/autogluon
#7

Sktime

Similarity 140Trust 94Excellent 100

A unified framework for machine learning with time series

9.8K starsJun 11, 2026 pushml-automationPythonMachine Learning
$ npx skills add sktime/sktime
#8

Featuretools

Similarity 139Trust 94Excellent 100

An open source python library for automated feature engineering

7.7K starsJun 9, 2026 pushml-automationPythonMachine Learning
$ npx skills add alteryx/featuretools
#9

Feast

Similarity 139Trust 94Excellent 100

The Open Source Feature Store for AI/ML

7.1K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add feast-dev/feast
#10

Aim

Similarity 139Trust 94Excellent 100

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

6.2K starsJun 14, 2026 pushml-automationPythonMachine Learning
$ npx skills add aimhubio/aim
#11

Statsforecast

Similarity 138Trust 93Excellent 100

Lightning ⚡️ fast forecasting with statistical and econometric models.

4.8K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add Nixtla/statsforecast
#12

PySR

Similarity 138Trust 93Excellent 100

High-Performance Symbolic Regression in Python and Julia

3.6K starsJun 9, 2026 pushml-automationPythonMachine Learning
$ npx skills add MilesCranmer/PySR
#13

Lazypredict

Similarity 138Trust 93Excellent 100

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

3.3K starsApr 26, 2026 pushml-automationPythonMachine Learning
$ npx skills add shankarpandala/lazypredict
#14

Mljar Supervised

Similarity 138Trust 93Excellent 100

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

3.3K starsJun 11, 2026 pushml-automationPythonMachine Learning
$ npx skills add mljar/mljar-supervised
#15

ML For Beginners

Similarity 136Trust 96Excellent 100

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

87K starsJun 9, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add microsoft/ML-For-Beginners
#16

Deepchecks

Similarity 135Trust 88Excellent 92

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

4.0K starsDec 28, 2025 pushml-automationPythonMachine Learning
$ npx skills add deepchecks/deepchecks

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Pycaret if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.