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Feature Selection for Biomarker Discovery
Data & AI
Selects informative features from high-dimensional omics data using Boruta all-relevant selection, mRMR minimum redundancy, LASSO regularization, and univariate filtering. Helps identify robust biomarkers by combining multiple feature selection approaches.
Distress Screening (K6/K10)
Data & AI
Screen for psychological distress using K6 and K10 scales, with scoring and interpretation guidance.
TACC Vista HPC Cluster Management
Data & AI
Manages experiment execution on the TACC Vista HPC cluster. Handles SSH access verification, code synchronization via rsync or git, SLURM job submission, and result retrieval. Use when tasks require GPU or high-performance compute that cannot be run locally.
OhMyYangJiBao - Fund Analyst
Data & AI
Personal A-share fund investment analysis assistant. Node.js scripts scrape public data with no backend required.
Contact Sourcer
Data & AI
Sources people at target companies and writes them to storage. Runs a search waterfall, backfills domains, deduplicates, and cross-references master data.
Axiom Rejection Protocol
Data & AI
Rejects axioms that violate established ground truth. Ensures logical consistency in rule sets.
Charts and Graphs Generation
Data & AI
Generates bar, line, pie, scatter, and histogram charts from CSV, JSON, or query results. Supports inline data, file input, or piping from other commands, with options for titles and output file paths.
Mathematica AI
Data & AI
Skill for using Mathematica with AI assistants for symbolic and numeric computations.
Lead Extractor
Data & AI
Extract structured real-estate lead records from parsed messages. Classify listing vs requirement posts and include contact and budget details.
Nkululeko - Speaker Characteristics Detection
Data & AI
Framework for audio analysis and machine learning to detect speaker characteristics via a high-level interface.
Validate Topological Results
Data & AI
Check mathematical correctness of TDA results against known benchmarks and internal consistency checks.
GitHub Quantitative Trading Project Analysis
Data & AI
Search and analyze popular quantitative trading projects on GitHub to provide actionable improvement suggestions.