Alternatives

Cookbook 2nd Code alternatives for AI agents.

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

Current skill

Cookbook 2nd Code

Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]

55
Quality
75
Trust
741
Stars
#1

Cookbook 2nd

Similarity 141Trust 68Needs review 51

IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018

957 starsFeb 14, 2022 pushdata-analysisPythonData Visualization
$ npx skills add ipython-books/cookbook-2nd
#2

Dtale

Similarity 141Trust 94Excellent 100

Visualizer for pandas data structures

5.2K starsMay 29, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add man-group/dtale
#3

Gradio

Similarity 136Trust 98Excellent 100

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

43K starsJun 15, 2026 pushdata-analysisPythonData Analysis
$ npx skills add gradio-app/gradio
#4

Streamlit

Similarity 136Trust 95Excellent 100

Streamlit β€” A faster way to build and share data apps.

45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit
#5

Daily Dose Of Data Science

Similarity 135Trust 79Promising 66

A collection of code snippets from the publication Daily Dose of Data Science on Substack: http://www.dailydoseofds.com/

1.2K starsJun 9, 2025 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add ChawlaAvi/Daily-Dose-of-Data-Science
#6

Data Science On Gcp

Similarity 134Trust 91Excellent 93

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

1.4K starsFeb 20, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add GoogleCloudPlatform/data-science-on-gcp
#7

Data Science For Beginners

Similarity 134Trust 95Excellent 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
#8

Datascience

Similarity 132Trust 93Excellent 100

Curated list of Python resources for data science.

4.6K starsJun 5, 2026 pushdata-analysisData AnalysisClaude Code
$ npx skills add r0f1/datascience
#9

Machine Learning Complete

Similarity 132Trust 83Strong 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

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
#11

Ml Workspace

Similarity 131Trust 81Strong 76

πŸ›  All-in-one web-based IDE specialized for machine learning and data science.

3.5K starsJul 26, 2024 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add ml-tooling/ml-workspace
#12

Mito

Similarity 131Trust 91Excellent 100

Jupyter extensions that help you write code faster: Context aware AI Chat, Autocomplete, and Spreadsheet

2.6K starsJun 11, 2026 pushdata-analysisJupyter NotebookData Visualization
$ npx skills add mito-ds/mito
#13

Python

Similarity 130Trust 89Excellent 100

This repository helps you learn Python and Machine Learning from scratch.

2.2K starsJun 14, 2026 pushdata-analysisJupyter NotebookData Visualization
$ npx skills add Tanu-N-Prabhu/Python
#14

Nfstream

Similarity 130Trust 93Excellent 100

NFStream: a Flexible Network Data Analysis Framework.

1.2K starsJun 9, 2026 pushdata-analysisPythonData Analysis
$ npx skills add nfstream/nfstream
#15

Ps4ds

Similarity 128Trust 83Strong 74

Probability and Statistics for Data Science: A self-contained introduction to probability and statistics for data science, including a free pdf, 103 Python notebooks using 23 real-world datasets, 118 videos with slides, and solutions to 200 exercises

593 starsMar 23, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add cfgranda/ps4ds
#16

Reflex

Similarity 128Trust 95Excellent 100

πŸ•ΈοΈ Web apps in pure Python 🐍

29K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex

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 Cookbook 2nd Code 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.