Alternatives

Augmentor alternatives for AI agents.

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

Current skill

Augmentor

Image augmentation library in Python for machine learning.

78
Quality
80
Trust
5.1K
Stars
#1

Sonnet

Similarity 155Trust 92Excellent 100

TensorFlow-based neural network library

9.9K starsMay 6, 2026 pushml-automationPythonMachine Learning
$ npx skills add google-deepmind/sonnet
#2

Dm Haiku

Similarity 154Trust 93Excellent 100

JAX-based neural network library

3.2K starsJun 2, 2026 pushml-automationPythonMachine Learning
$ npx skills add google-deepmind/dm-haiku
#3

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
#4

Keras

Similarity 150Trust 95Excellent 100

Deep Learning for humans

64K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add keras-team/keras
#5

Tensorpack

Similarity 149Trust 83Strong 78

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

6.3K starsAug 6, 2023 pushml-automationPythonMachine Learning
$ npx skills add tensorpack/tensorpack
#6

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
#7

Learning To Learn

Similarity 147Trust 79Strong 77

Learning to Learn in TensorFlow

4.1K starsJun 29, 2021 pushml-automationPythonMachine Learning
$ npx skills add google-deepmind/learning-to-learn
#8

Dm Control

Similarity 147Trust 96Excellent 100

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

4.6K starsJun 3, 2026 pushml-automationPythonMachine Learning
$ npx skills add google-deepmind/dm_control
#9

Autotrain Advanced

Similarity 146Trust 93Excellent 100

🤗 AutoTrain Advanced

4.6K starsMay 26, 2026 pushml-automationPythonMachine Learning
$ npx skills add huggingface/autotrain-advanced
#10

Watermark Removal

Similarity 146Trust 91Excellent 100

a machine learning image inpainting task that instinctively removes watermarks from image indistinguishable from the ground truth image

4.6K starsJun 5, 2026 pushml-automationPythonMachine Learning
$ npx skills add zuruoke/watermark-removal
#11

Scikit Llm

Similarity 146Trust 93Excellent 100

Seamlessly integrate LLMs into scikit-learn.

3.5K starsJun 1, 2026 pushml-automationPythonMachine Learning
$ npx skills add BeastByteAI/scikit-llm
#12

Hummingbird

Similarity 143Trust 89Excellent 89

Hummingbird compiles trained ML models into tensor computation for faster inference.

3.5K starsJul 17, 2025 pushml-automationPythonMachine Learning
$ npx skills add microsoft/hummingbird
#13

Reco Papers

Similarity 142Trust 86Excellent 89

Classic papers and resources on recommendation

3.6K starsOct 16, 2025 pushml-automationPythonMachine Learning
$ npx skills add wzhe06/Reco-papers
#14

Nndl

Similarity 142Trust 91Excellent 100

邱锡鹏《神经网络与深度学习》(蒲公英书)理论书 v2 与通识版

19K starsJun 1, 2026 pushml-automationMachine LearningClaude Code
$ npx skills add nndl/nndl
#15

Annotated Deep Learning Paper Implementations

Similarity 142Trust 94Excellent 100

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

67K starsJan 22, 2026 pushml-automationPythonMachine Learning
$ npx skills add labmlai/annotated_deep_learning_paper_implementations
#16

RobustVideoMatting

Similarity 141Trust 80Strong 80

Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!

9.4K starsApr 2, 2024 pushml-automationPythonMachine Learning
$ npx skills add PeterL1n/RobustVideoMatting

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 Augmentor 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.