Alternatives

Tutorials alternatives for AI agents.

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

Current skill

Tutorials

机器学习相关教程

83
Quality
81
Trust
13K
Stars
#1

Pytorch

Similarity 149Trust 91Excellent 100

Tensors and Dynamic neural networks in Python with strong GPU acceleration

101K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add pytorch/pytorch
#2

Datasets

Similarity 146Trust 93Excellent 100

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

4.6K starsJun 5, 2026 pushml-automationPythonMachine Learning
$ npx skills add tensorflow/datasets
#3

Tensorflow

Similarity 144Trust 95Excellent 100

An Open Source Machine Learning Framework for Everyone

196K starsJun 16, 2026 pushml-automationC++Machine Learning
$ npx skills add tensorflow/tensorflow
#4

Keras

Similarity 142Trust 95Excellent 100

Deep Learning for humans

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

Kornia

Similarity 140Trust 95Excellent 100

🐍 Geometric Computer Vision Library for Spatial AI

11K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add kornia/kornia
#6

Keras Rl

Similarity 140Trust 80Strong 78

Deep Reinforcement Learning for Keras.

5.6K starsSep 17, 2023 pushml-automationPythonMachine Learning
$ npx skills add keras-rl/keras-rl
#7

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
#8

Sonnet

Similarity 139Trust 92Excellent 100

TensorFlow-based neural network library

9.9K starsMay 6, 2026 pushml-automationPythonMachine Learning
$ npx skills add google-deepmind/sonnet
#9

Coremltools

Similarity 139Trust 97Excellent 100

Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.

5.3K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add apple/coremltools
#10

TensorboardX

Similarity 139Trust 92Excellent 100

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

8.0K starsApr 10, 2026 pushml-automationPythonMachine Learning
$ npx skills add lanpa/tensorboardX
#11

Ignite

Similarity 139Trust 96Excellent 100

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

4.8K starsJun 11, 2026 pushml-automationPythonMachine Learning
$ npx skills add pytorch/ignite
#12

Watermark Removal

Similarity 138Trust 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
#13

Executorch

Similarity 138Trust 89Excellent 100

On-device AI across mobile, embedded and edge for PyTorch

4.7K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add pytorch/executorch
#14

Handson Ml

Similarity 136Trust 98Excellent 100

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

26K starsMay 19, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add ageron/handson-ml
#15

Paddle

Similarity 136Trust 98Excellent 100

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)

24K starsJun 16, 2026 pushml-automationC++Machine Learning
$ npx skills add PaddlePaddle/Paddle
#16

Pytorch Lightning

Similarity 134Trust 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

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 Tutorials if it already passes your workflow test and repository review.

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