Alternatives

Complete Life Cycle Of A Data Science Project alternatives for AI agents.

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

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Complete Life Cycle Of A Data Science Project

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54
Quality
76
Trust
642
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#1

Streamlit

Similarity 136Trust 95Excellent 100

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

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

Best Of Ml Python

Similarity 135Trust 95Excellent 100

๐Ÿ† A ranked list of awesome machine learning Python libraries. Updated weekly.

24K starsJun 11, 2026 pushdata-analysisData AnalysisClaude Code
$ npx skills add lukasmasuch/best-of-ml-python
#3

Fg Data Profiling

Similarity 135Trust 97Excellent 100

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

14K starsApr 22, 2026 pushdata-analysisPythonData Analysis
$ npx skills add Data-Centric-AI-Community/fg-data-profiling
#4

Sweetviz

Similarity 133Trust 93Excellent 100

Visualize and compare datasets, target values and associations, with one line of code.

3.1K starsApr 11, 2026 pushdata-analysisPythonData Visualization
$ npx skills add fbdesignpro/sweetviz
#5

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
#6

Must Read Papers For Ml

Similarity 131Trust 84Strong 72

Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer

1.4K starsDec 2, 2023 pushdata-analysisData AnalysisClaude Code
$ npx skills add hurshd0/must-read-papers-for-ml
#7

PyPOTS

Similarity 131Trust 93Excellent 100

A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time series, with 50+ SOTA neural network models for scientific analysis tasks (imputation, classification, clustering, forecasting, anomaly detection, cleaning) on incomplete industrial irregularly-sampled multivariate TS with NaN missing values

2.0K starsJun 9, 2026 pushdata-analysisPythonData Analysis
$ npx skills add WenjieDu/PyPOTS
#8

Gradio

Similarity 129Trust 99Excellent 100

Build and share delightful machine learning apps, all in Python. ๐ŸŒŸ Star to support our work!

43K starsJun 15, 2026 pushdata-analysisPythonData Analysis
$ npx skills add gradio-app/gradio
#9

Pandas

Similarity 128Trust 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
#10

Data Science For Beginners

Similarity 128Trust 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
#11

Reflex

Similarity 128Trust 95Excellent 100

๐Ÿ•ธ๏ธ Web apps in pure Python ๐Ÿ

29K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex
#12

Akshare

Similarity 128Trust 98Excellent 100

AKShare is an elegant and simple financial data interface library for Python, built for human beings! ๅผ€ๆบ่ดข็ปๆ•ฐๆฎๆŽฅๅฃๅบ“

20K starsMay 27, 2026 pushdata-analysisPythonData Analysis
$ npx skills add akfamily/akshare
#13

Nannyml

Similarity 127Trust 87Excellent 87

nannyml: post-deployment data science in python

2.1K starsJul 12, 2025 pushdata-analysisPythonData Analysis
$ npx skills add NannyML/nannyml
#14

AI Expert Roadmap

Similarity 127Trust 90Excellent 100

Roadmap to becoming an Artificial Intelligence Expert in 2022

31K starsSep 12, 2025 pushdata-analysisJavaScriptData Analysis
$ npx skills add AMAI-GmbH/AI-Expert-Roadmap
#15

OpenRefine

Similarity 127Trust 98Excellent 100

OpenRefine is a free, open source power tool for working with messy data and improving it

12K starsJun 12, 2026 pushdata-analysisJavaData Analysis
$ npx skills add OpenRefine/OpenRefine
#16

Machine Learning Complete

Similarity 127Trust 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

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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 Complete Life Cycle Of A Data Science Project if it already passes your workflow test and repository review.

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