Alternatives

Autogluon Assistant alternatives for AI agents.

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

Current skill

Autogluon Assistant

Multi-Agent System Powered by LLMs for End-to-end Multimodal ML Automation

79
Quality
79
Trust
307
Stars
#1

Featuretools

Similarity 146Trust 87Excellent 100

An open source python library for automated feature engineering

7.7K starsJul 27, 2026 pushml-automationPythonMachine Learning
$ npx skills add alteryx/featuretools
#2

Pytorch Lightning

Similarity 141Trust 89Excellent 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
#3

Keras

Similarity 141Trust 87Excellent 100

Deep Learning for humans

64K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add keras-team/keras
#4

Autogluon

Similarity 139Trust 90Excellent 100

Fast and Accurate ML in 3 Lines of Code

11K starsSep 24, 2026 pushml-automationPythonMachine Learning
$ npx skills add autogluon/autogluon
#5

Darts

Similarity 138Trust 88Excellent 99

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

Pycaret

Similarity 137Trust 84Excellent 94

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

9.8K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add pycaret/pycaret
#7

Scikit Llm

Similarity 137Trust 87Excellent 100

Seamlessly integrate LLMs into scikit-learn.

3.5K starsOct 1, 2026 pushml-automationPythonMachine Learning
$ npx skills add BeastByteAI/scikit-llm
#8

Transformers

Similarity 133Trust 89Excellent 100

๐Ÿค— Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

162K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add huggingface/transformers
#9

Ray

Similarity 133Trust 89Excellent 100

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

43K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add ray-project/ray
#10

SpaCy

Similarity 133Trust 87Excellent 100

๐Ÿ’ซ Industrial-strength Natural Language Processing (NLP) in Python

34K starsMay 19, 2026 pushml-automationPythonMachine Learning
$ npx skills add explosion/spaCy
#11

Face Recognition

Similarity 132Trust 84Excellent 100

The world's simplest facial recognition api for Python and the command line

57K starsJun 25, 2026 pushml-automationPythonMachine Learning
$ npx skills add ageitgey/face_recognition
#12

Pytorch

Similarity 132Trust 83Excellent 100

Tensors and Dynamic neural networks in Python with strong GPU acceleration

101K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add pytorch/pytorch
#13

Vision

Similarity 131Trust 87Excellent 100

Datasets, Transforms and Models specific to Computer Vision

18K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add pytorch/vision
#14

Stable Baselines3

Similarity 131Trust 89Excellent 100

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

13K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add DLR-RM/stable-baselines3
#15

Wandb

Similarity 131Trust 90Excellent 100

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

11K starsJul 23, 2026 pushml-automationPythonMachine Learning
$ npx skills add wandb/wandb
#16

Nltk

Similarity 131Trust 87Excellent 100

NLTK Source

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

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 Autogluon Assistant 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.