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NetworkX is a Python package for creating, manipulating, and analyzing complex networks and graphs.

SymPy is a Python library for symbolic mathematics that enables exact computation using mathematical

Astropy is the core Python package for astronomy, providing essential functionality for astronomical

Biopython is a comprehensive set of freely available Python tools for biological computation. It pro

Give agents persistent structural memory of a codebase — navigate dependencies, track public APIs, a

Cirq is Google Quantum AI's open-source framework for designing, simulating, and running quantum cir

Build features guided by data insights, A/B testing, and continuous measurement using specialized ag

You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective d

Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when b

Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles co

Transform raw data into compelling narratives that drive decisions and inspire action.

Matplotlib is Python's foundational visualization library for creating static, animated, and interac

Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts

Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data

Qiskit is the world's most popular open-source quantum computing framework with 13M+ downloads. Buil

Scanpy is a scalable Python toolkit for analyzing single-cell RNA-seq data, built on AnnData. Apply

Seaborn is a Python visualization library for creating publication-quality statistical graphics. Use

Statsmodels is Python's premier library for statistical modeling, providing tools for estimation, in