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NCS Reference Guidance
Data & AI
Use NCS-related or symmetry-related molecules as a reference when building fragments. Compare sequences and use the better-built copy to guide building of others.
NCS Reference Guidance for Model Building
Data & AI
Use NCS-related or symmetry-related molecules as reference when building fragments in Coot. Compare sequences and use better-built copies to guide model rebuilding.
Remote Compute
Data & AI
Run arbitrary scripts on KBase compute nodes via CTS. Move compute off your notebook for bioinformatics, heavy data processing, or anything requiring dedicated resources.
Survival Analysis with lifelines
Data & AI
Survival analysis with lifelines: Kaplan-Meier curves, log-rank tests, and Cox regression for time-to-event modeling in biomedical data.
GitHub Quantitative Trading Project Analysis
Data & AI
Search and analyze popular quantitative trading projects on GitHub, evaluate their features, and provide recommendations for improvement.
GPU Population Genetics
Data & AI
GPU-accelerated population genetics with pg_gpu: load VCF/Zarr, compute diversity stats, selection scans, FST/dxy, PCA, and windowed visualizations.
dbt Coder - Patterns and Organization
Data & AI
Provides patterns for organizing dbt models into staging, intermediate, and marts layers, along with incremental strategies and testing. Helps structure scalable dbt projects with clear separation of concerns.
RFM Customer Segmentation
Data & AI
Analyze customer value using RFM (Recency, Frequency, Monetary) segmentation. Automatically cleans data, calculates RFM metrics, applies K-means clustering, and generates visual reports with actionable insights.
Firecrawl CLI - Web Search & Scraping
Data & AI
Search, scrape, and interact with the web via the Firecrawl CLI. Returns clean markdown optimized for LLM context windows.
Generate Publication-Ready TDA Figures
Data & AI
Scaffold matplotlib code for publication-ready TDA figures, enforcing project style constants, color rules, and output paths.
Alpha Decay Detection
Data & AI
Detect and analyze alpha decay in trading strategies using statistical methods. Helps identify strategies with degrading performance over time.
NotebookLM Knowledge Base Organizer
Data & AI
Prepares files for NotebookLM by scoring and merging sources, converting formats, and optimizing RAG retrieval within the 50-source limit.