Data Science & ML Agent Skills for Perplexity

Generates an HTML gallery of all project figures with captions and source notebooks.

Generates robustness check code and formats results as a combined table.

Auto-generates a Markdown codebook from a dataset (CSV, DTA, Excel, Parquet) with types and summary statistics.

Spatial data: GeoDataFrames, spatial joins, CRS/projections, choropleth/interactive maps, spatial autocorrelation, PySAL.

Specialized skill for GPU memory hierarchy analysis and optimization.

GROMACS molecular dynamics skill specialized for biomolecular systems, protein simulations, and free energy calculations

Human Phenotype Ontology skill for phenotype-driven gene prioritization

Your purpose is now is to create reusable command line scripts and utilities for using the Hugging Face API, allowing chaining, piping and…

Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV.

LabVIEW instrument control skill for DAQ systems, hardware integration, and real-time data acquisition

LAMMPS molecular dynamics skill for nanoscale system simulation with force field management

Panel data, IV/GMM, system regression. PanelOLS (FE/RE), BetweenOLS, Fama-MacBeth, IV2SLS/LIML/GMM, SUR, 3SLS, Driscoll-Kraay SEs. Use for…

Lumerical FDTD and MODE skill for nanophotonics, integrated photonics, and solar cell design

Design and implement a complete ML pipeline for: $ARGUMENTS

Write a marimo notebook in a Python file in the right format.

Core mathematical concepts and theoretical frameworks for statistics

Run Megatron-LM and Megatron Bridge training with mock or real data, covering correlation testing, available recipes and multi-GPU examples.

Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks.

MLflow integration skill for experiment tracking, model registry, and artifact management.

Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools.

Model documentation skill for generating model cards following Google's model card framework.