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Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals.

Run and analyze molecular dynamics simulations with OpenMM and MDAnalysis for structural biology and biophysics.

Conduct comprehensive, systematic literature reviews using multiple academic databases and generate professionally formatted documents.

Structured hypothesis formulation from observations, following the scientific method framework.

Automated LLM-driven hypothesis generation and testing on tabular datasets.

A curated index of scientific datasets, models, and demos for AI/ML research in various scientific domains.

Analyze and engineer protein glycosylation for therapeutic antibody optimization and vaccine design.

Submit and manage protocols on Ginkgo Bioworks Cloud Lab for autonomous lab execution on Reconfigurable Automation Carts.

Fast CLI/Python queries to 20+ bioinformatics databases for gene info, BLAST searches, and more.

A toolkit for phylogenetic tree manipulation, analysis, and visualization, integrating with biological databases for phylogenomics.