#1
🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models
3.2K starsJun 15, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add MAIF/shapashAlternatives
Shap alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Shap
A game theoretic approach to explain the output of any machine learning model.
100
Quality
95
Trust
26K
Stars
#2
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
34K starsMar 25, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add openai/CLIP#3
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
18K starsFeb 11, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add mrdbourke/pytorch-deep-learning#4
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
18K starsJan 9, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add NLP-LOVE/ML-NLP#5
TensorFlow documentation
6.3K starsMay 12, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add tensorflow/docs#6
AI实战-practicalAI 中文版
6.9K starsApr 2, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add MLEveryday/practicalAI-cn#7
Code Repository for Machine Learning with PyTorch and Scikit-Learn
5.2K starsJun 15, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add rasbt/machine-learning-book#8
The fastai book, published as Jupyter Notebooks
25K starsAug 16, 2024 pushml-automationJupyter NotebookMachine Learning
$ npx skills add fastai/fastbook#9
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
22K starsJul 25, 2024 pushml-automationJupyter NotebookMachine Learning
$ npx skills add zergtant/pytorch-handbook#10
PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/
3.7K starsJan 18, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add datawhalechina/thorough-pytorch#11
12 Weeks, 24 Lessons, AI for All!
48K starsJun 11, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add microsoft/AI-For-Beginners#12
Google Research
38K starsJun 16, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add google-research/google-research#13
⛔️ 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#14
The fastai deep learning library
28K starsMay 20, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add fastai/fastai#15
The "Python Machine Learning (2nd edition)" book code repository and info resource
7.2K starsOct 1, 2020 pushml-automationJupyter NotebookMachine Learning
$ npx skills add rasbt/python-machine-learning-book-2nd-edition#16
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
11K starsApr 16, 2024 pushml-automationJupyter NotebookMachine Learning
$ npx skills add fastai/numerical-linear-algebraHow 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 Shap 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.