Alternatives

Data Science Cheatsheet alternatives for AI agents.

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

Current skill

Data Science Cheatsheet

A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.

73
Quality
79
Trust
5.4K
Stars
#1

Pytorch Lightning

Similarity 136Trust 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
#2

Openmlsys

Similarity 135Trust 84Excellent 93

《Machine Learning Systems: Design and Implementation》 (V2 is launching soon)

4.8K starsMar 15, 2026 pushml-automationTeXMachine Learning
$ npx skills add openmlsys/openmlsys
#3

Darts

Similarity 134Trust 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
#4

Data Science Interviews

Similarity 134Trust 95Excellent 100

Data science interview questions and answers

10K starsJun 1, 2026 pushml-automationHTMLMachine Learning
$ npx skills add alexeygrigorev/data-science-interviews
#5

Cookiecutter Data Science

Similarity 134Trust 95Excellent 100

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

9.9K starsApr 9, 2026 pushml-automationPythonMachine Learning
$ npx skills add drivendataorg/cookiecutter-data-science
#6

AI Papers Of The Week

Similarity 134Trust 91Excellent 100

🔥Highlighting the top ML papers every week.

13K starsJun 15, 2026 pushml-automationMachine LearningClaude Code
$ npx skills add dair-ai/AI-Papers-of-the-Week
#7

TabPFN

Similarity 132Trust 90Excellent 100

⚡ TabPFN: Foundation Model for Tabular Data ⚡

7.4K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add PriorLabs/TabPFN
#8

Mlxtend

Similarity 132Trust 93Excellent 100

A library of extension and helper modules for Python's data analysis and machine learning libraries.

5.2K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add rasbt/mlxtend
#9

Book3 Elements Of Mathematics

Similarity 132Trust 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
#10

Machine Learning

Similarity 132Trust 93Excellent 100

:earth_americas: machine learning tutorials (mainly in Python3)

3.4K starsJun 5, 2026 pushml-automationHTMLMachine Learning
$ npx skills add ethen8181/machine-learning
#11

Flux.Jl

Similarity 132Trust 89Excellent 100

Relax! Flux is the ML library that doesn't make you tensor

4.7K starsJun 15, 2026 pushml-automationJuliaMachine Learning
$ npx skills add FluxML/Flux.jl
#12

Book7 Visualizations For Machine Learning

Similarity 130Trust 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
#13

Stanford Cs 229 Machine Learning

Similarity 130Trust 81Excellent 85

VIP cheatsheets for Stanford's CS 229 Machine Learning

20K starsMay 20, 2020 pushml-automationMachine LearningClaude Code
$ npx skills add afshinea/stanford-cs-229-machine-learning
#14

ML YouTube Courses

Similarity 129Trust 81Strong 84

📺 Discover the latest machine learning / AI courses on YouTube.

17K starsJan 22, 2024 pushml-automationMachine LearningClaude Code
$ npx skills add dair-ai/ML-YouTube-Courses
#15

Ray

Similarity 128Trust 98Excellent 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
#16

Xgboost

Similarity 128Trust 98Excellent 100

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

28K starsJun 16, 2026 pushml-automationC++Machine Learning
$ npx skills add dmlc/xgboost

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 Data Science Cheatsheet 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.