Alternatives

The Elements Of Statistical Learning Python Notebooks alternatives for AI agents.

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

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The Elements Of Statistical Learning Python Notebooks

A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book

51
Quality
74
Trust
918
Stars
#1

Streamlit

Similarity 144Trust 95Excellent 100

Streamlit — A faster way to build and share data apps.

45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit
#2

Data Science For Beginners

Similarity 142Trust 96Excellent 100

10 Weeks, 20 Lessons, Data Science for All!

36K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-Beginners
#3

Imbalanced Learn

Similarity 142Trust 97Excellent 100

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

7.1K starsJun 7, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn-contrib/imbalanced-learn
#4

Data Analysis And Machine Learning Projects

Similarity 140Trust 83Strong 74

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

6.7K starsJun 21, 2023 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add rhiever/Data-Analysis-and-Machine-Learning-Projects
#5

Pandas

Similarity 136Trust 98Excellent 100

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

49K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add pandas-dev/pandas
#6

Scikit Learn

Similarity 136Trust 93Excellent 100

scikit-learn: machine learning in Python

66K starsJun 17, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learn
#7

Fklearn

Similarity 135Trust 90Excellent 97

fklearn: Functional Machine Learning

1.5K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add nubank/fklearn
#8

Skore

Similarity 133Trust 88Excellent 85

Track your Data Science. Skore's open-source Python library accelerates ML model development with automated evaluation reports, smart methodological guidance, and comprehensive cross-validation analysis.

640 starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add probabl-ai/skore
#9

Machine Learning Complete

Similarity 133Trust 86Strong 77

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

5.0K starsSep 22, 2023 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add Nyandwi/machine_learning_complete
#10

Mlcourse.AI

Similarity 132Trust 88Excellent 98

Open Machine Learning Course

11K starsMar 1, 2026 pushdata-analysisPythonData Analysis
$ npx skills add Yorko/mlcourse.ai
#11

Awesome Python Data Science

Similarity 131Trust 91Excellent 100

Probably the best curated list of data science software in Python.

3.5K starsApr 13, 2026 pushdata-analysisData AnalysisClaude Code
$ npx skills add krzjoa/awesome-python-data-science
#12

Hyperlearn

Similarity 131Trust 87Strong 74

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

2.5K starsNov 19, 2024 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add unslothai/hyperlearn
#13

bansalkanav/Ultimate-Data-Science-Toolkit---From-Python-Basics-to-GenerativeAI is a high-star GitHub project relevant to AI agent workflows.

968 starsApr 8, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add bansalkanav/Ultimate-Data-Science-Toolkit---From-Python-Basics-to-GenerativeAI
#14

Hands On Data Analysis With Pandas 2nd Edition

Similarity 130Trust 87Strong 80

Materials for following along with Hands-On Data Analysis with Pandas – Second Edition

709 starsApr 11, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add stefmolin/Hands-On-Data-Analysis-with-Pandas-2nd-edition
#15

Hamilton

Similarity 129Trust 94Excellent 100

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

2.5K starsJun 14, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add apache/hamilton
#16

Articles

Similarity 129Trust 74Needs review 49

A repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci

589 starsSep 28, 2022 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add LearnDataSci/articles

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