Alternatives

ISLR Python alternatives for AI agents.

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

Current skill

ISLR Python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

77
Quality
82
Trust
4.4K
Stars
#1

CLIP

Similarity 142Trust 96Excellent 100

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
#2

Google Research

Similarity 142Trust 95Excellent 100

Google Research

38K starsJun 16, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add google-research/google-research
#3

Pytorch Deep Learning

Similarity 140Trust 91Excellent 100

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

Mlops Zoomcamp

Similarity 140Trust 91Excellent 100

Free MLOps course from DataTalks.Club

15K starsJun 10, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add DataTalksClub/mlops-zoomcamp
#5

ML NLP

Similarity 140Trust 89Excellent 100

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
#6

Skorch

Similarity 139Trust 94Excellent 100

A scikit-learn compatible neural network library that wraps PyTorch

6.2K starsJun 15, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add skorch-dev/skorch
#7

PracticalAI Cn

Similarity 139Trust 92Excellent 100

AI实战-practicalAI 中文版

6.9K starsApr 2, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add MLEveryday/practicalAI-cn
#8

Book4 Power Of Matrix

Similarity 139Trust 88Excellent 100

Book_4_《矩阵力量》 | 鸢尾花书:从加减乘除到机器学习;上架!

9.9K starsMay 1, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add Visualize-ML/Book4_Power-of-Matrix
#9

Machine Learning Book

Similarity 139Trust 94Excellent 100

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
#10

Book3 Elements Of Mathematics

Similarity 138Trust 88Excellent 99

Book_3_《数学要素》 | 鸢尾花书:从加减乘除到机器学习;上架;欢迎继续纠错,纠错多的同学还会有赠书!

7.5K starsMay 1, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add Visualize-ML/Book3_Elements-of-Mathematics
#11

EconML

Similarity 138Trust 91Excellent 100

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

4.7K starsJun 15, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add py-why/EconML
#12

Hdbscan

Similarity 137Trust 93Excellent 100

A high performance implementation of HDBSCAN clustering.

3.1K starsJun 12, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add scikit-learn-contrib/hdbscan
#13

Book5 Essentials Of Probability And Statistics

Similarity 136Trust 87Excellent 96

Book_5_《统计至简》 | 鸢尾花书:从加减乘除到机器学习;上架!

3.7K starsMay 1, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add Visualize-ML/Book5_Essentials-of-Probability-and-Statistics
#14

Book7 Visualizations For Machine Learning

Similarity 136Trust 87Excellent 96

Book_7_《机器学习》 | 鸢尾花书:从加减乘除到机器学习;欢迎批评指正

3.3K starsMay 1, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add Visualize-ML/Book7_Visualizations-for-Machine-Learning
#15

Pytorch Handbook

Similarity 135Trust 82Strong 80

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
#16

GPU Puzzles

Similarity 135Trust 84Strong 83

Solve puzzles. Learn CUDA.

12K starsSep 1, 2024 pushml-automationJupyter NotebookMachine Learning
$ npx skills add srush/GPU-Puzzles

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 ISLR Python 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.