Alternatives

Pycm alternatives for AI agents.

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

Current skill

Pycm

Multi-class confusion matrix library in Python

97
Quality
90
Trust
1.5K
Stars
#1

PyPOTS

Similarity 145Trust 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
#2

DATAGEN

Similarity 144Trust 93Excellent 98

DATAGEN: AI-driven multi-agent research assistant automating hypothesis generation, data analysis, and report writing.

1.8K starsApr 27, 2026 pushdata-analysisPythonData Analysis
$ npx skills add starpig1129/DATAGEN
#3

Pandas AI

Similarity 139Trust 87Excellent 94

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

24K starsOct 28, 2025 pushdata-analysisPythonData Analysis
$ npx skills add sinaptik-ai/pandas-ai
#4

Nfstream

Similarity 136Trust 92Excellent 100

NFStream: a Flexible Network Data Analysis Framework.

1.2K starsJun 9, 2026 pushdata-analysisPythonData Analysis
$ npx skills add nfstream/nfstream
#5

AI Expert Roadmap

Similarity 135Trust 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
#6

Igel

Similarity 134Trust 89Excellent 88

a delightful machine learning tool that allows you to train, test, and use models without writing code

3.1K starsDec 7, 2025 pushdata-analysisPythonData Analysis
$ npx skills add nidhaloff/igel
#7

Pandas

Similarity 134Trust 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
#8

Streamlit

Similarity 134Trust 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
#9

Reflex

Similarity 134Trust 95Excellent 100

๐Ÿ•ธ๏ธ Web apps in pure Python ๐Ÿ

29K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex
#10

Akshare

Similarity 134Trust 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
#11

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
#12

Statsmodels

Similarity 132Trust 95Excellent 100

Statsmodels: statistical modeling and econometrics in Python

11K starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add statsmodels/statsmodels
#13

Imbalanced Learn

Similarity 132Trust 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
#14

DataFrame

Similarity 131Trust 93Excellent 100

C++ DataFrame for statistical, financial, and ML analysis in modern C++

3.0K starsJun 13, 2026 pushdata-analysisC++Data Analysis
$ npx skills add hosseinmoein/DataFrame
#15

BambooAI

Similarity 131Trust 87Excellent 86

A Python library powered by Language Models (LLMs) for conversational data discovery and analysis.

777 starsJun 3, 2026 pushdata-analysisPythonData Analysis
$ npx skills add pgalko/BambooAI
#16

Data Juicer

Similarity 131Trust 94Excellent 100

Data processing for and with foundation models! ๐ŸŽ ๐Ÿ‹ ๐ŸŒฝ โžก๏ธ โžก๏ธ๐Ÿธ ๐Ÿน ๐Ÿท

6.5K starsJun 15, 2026 pushdata-analysisPythonData Analysis
$ npx skills add datajuicer/data-juicer

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 Pycm 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.