Alternatives

Mlxtend alternatives for AI agents.

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

Current skill

Mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

100
Quality
93
Trust
5.2K
Stars
#1

Pytorch Lightning

Similarity 150Trust 98Excellent 100

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

31K starsJun 10, 2026 pushml-automationPythonMachine Learning
$ npx skills add Lightning-AI/pytorch-lightning
#2

Darts

Similarity 148Trust 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
#3

Cookiecutter Data Science

Similarity 148Trust 95Excellent 100

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

9.9K starsApr 9, 2026 pushml-automationPythonMachine Learning
$ npx skills add drivendataorg/cookiecutter-data-science
#4

TabPFN

Similarity 146Trust 90Excellent 100

⚡ TabPFN: Foundation Model for Tabular Data ⚡

7.4K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add PriorLabs/TabPFN
#5

ML From Scratch

Similarity 145Trust 84Excellent 87

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

32K starsOct 15, 2023 pushml-automationPythonMachine Learning
$ npx skills add eriklindernoren/ML-From-Scratch
#6

Keras

Similarity 142Trust 95Excellent 100

Deep Learning for humans

64K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add keras-team/keras
#7

Vision

Similarity 141Trust 95Excellent 100

Datasets, Transforms and Models specific to Computer Vision

18K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add pytorch/vision
#8

ChatterBot

Similarity 141Trust 96Excellent 100

ChatterBot is a machine learning, conversational dialog engine for creating chat bots

14K starsMar 24, 2026 pushml-automationPythonMachine Learning
$ npx skills add gunthercox/ChatterBot
#9

Nltk

Similarity 140Trust 95Excellent 100

NLTK Source

15K starsJun 11, 2026 pushml-automationPythonMachine Learning
$ npx skills add nltk/nltk
#10

Optuna

Similarity 140Trust 95Excellent 100

A hyperparameter optimization framework

14K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add optuna/optuna
#11

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
#12

Serenata De Amor

Similarity 140Trust 83Strong 77

🕵 Artificial Intelligence for social control of public administration | **This repository does not receive frequent updates. Check out the README**

4.6K starsJan 31, 2024 pushml-automationPythonMachine Learning
$ npx skills add okfn-brasil/serenata-de-amor
#13

Machine Learning

Similarity 140Trust 93Excellent 100

:earth_americas: machine learning tutorials (mainly in Python3)

3.4K starsJun 5, 2026 pushml-automationHTMLMachine Learning
$ npx skills add ethen8181/machine-learning
#14

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
#15

Tflearn

Similarity 139Trust 75Strong 75

Deep learning library featuring a higher-level API for TensorFlow.

9.6K starsMay 6, 2024 pushml-automationPythonMachine Learning
$ npx skills add tflearn/tflearn
#16

Bitsandbytes

Similarity 139Trust 94Excellent 100

Accessible large language models via k-bit quantization for PyTorch.

8.3K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add bitsandbytes-foundation/bitsandbytes

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 Mlxtend 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.