Best machine learning skills, page 2

Analyzes Neuropixels extracellular recordings end-to-end with SpikeInterface.

K-Dense-AI/scientific-agent-skills

Prepares, validates and runs DP-GEN simplify jobs that thin out repeated or redundant DeepMD datasets, generating param.json and machine.json for local or scheduler runs.

jinzhezenggroup/computational-chemistry-agent-skills

Run Python code in the cloud with serverless containers, GPUs, and autoscaling.

davila7/claude-code-templates

Tracks ML experiments, versions models in the MLflow registry and covers deployment and reproducibility, with autologging for common frameworks.

Orchestra-Research/AI-Research-SKILLs

Applies the reasoning style of Daphne Koller (machine learning pioneer, co-founder of Coursera, founder and CEO of Insitro).

K-Dense-AI/mimeo

Shows how to log ML runs, configs, metrics and media with SwanLab and view them in cloud, local or self-hosted dashboards.

Orchestra-Research/AI-Research-SKILLs

Diagnoses failing ML and AI work, such as OOM, NaN, divergence, crashes, slow throughput, wrong outputs and dependency conflicts, with every claim backed by documentation citations.

Leeroo-AI/superml

Design Django ORM models for Sentry following architectural conventions for silos, replication, relocation, and foreign keys.

getsentry/sentry

Parse FCS (Flow Cytometry Standard) files v2.0-3.1. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

Molecular featurization for ML (100+ featurizers). An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

Prepares and runs molecular dynamics simulations in LAMMPS with a DeePMD machine-learning potential, writing the input script and choosing NVE, NVT or NPT.

jinzhezenggroup/computational-chemistry-agent-skills

how to use the edit command properly

omegaml/omegaml

summarize machine learning experiment logs in chinese when the input includes training logs, eval results, hyperparameter changes, user notes, or multiple runs and the user needs a grounded…

chtc66/academic-skills

Turns build, implement or design requests for ML pipelines into validated implementation plans grounded in a knowledge base or fetched framework documentation.

Leeroo-AI/superml

Runs pre-trained Hugging Face models in JavaScript or TypeScript with Transformers.js, in browsers or Node.js, Bun and Deno, for text, vision, audio and multimodal tasks.

huggingface/skills

Data science and analytics expertise for statistical analysis, machine learning pipelines, data governance, business intelligence, predictive modeling, and analytics strategy.

travisjneuman/.claude

Explain and audit machine-learning predictions with SHAP. An agent skill from K-Dense-AI/scientific-agent-skills.

K-Dense-AI/scientific-agent-skills

World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems.

davila7/claude-code-templates

Think and work like an expert Biogeographer. An agent skill from K-Dense-AI/scientific-agents.

K-Dense-AI/scientific-agents

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

davila7/claude-code-templates

Prepare, run, and validate LAMMPS molecular dynamics. An agent skill from JCLiuGroup/AI-Computational-Chemist.

JCLiuGroup/AI-Computational-Chemist

Deep expertise in ML/CV model selection, training pipelines, and inference architecture.

alirezarezvani/claude-cto-team

Fit, summarize, plot, and interpret a chosen CausalPy experiment.

pymc-labs/CausalPy

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

davila7/claude-code-templates

Run the ADR-151 per-room calibration pipeline — baseline → enroll → extract → train → a bank of small specialists…

ruvnet/RuView

ICML (International Conference on Machine Learning) paper formatting — activate when the user wants to submit to ICML, follow ICML template, or fix ICML format issues.

nanoAgentTeam/research-claw

Build and train variational quantum algorithms (VQE, QAOA, QML, QNN) with MindQuantum.

mindspore-ai/mindquantum

Trains scikit-learn models with walk-forward validation on features from OHLCV data to predict return direction and turn the predictions into trading signals.

HKUDS/Vibe-Trading

Looks up precomputed AlphaGenome Atlas effects for any GRCh38 single-nucleotide variant (AVI score with Phred and 18 SHAP feature attributions, plus raw and quantile scores for RNA-seq, DNase, ATAC…

K-Dense-AI/scientific-agent-skills

World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics.

alirezarezvani/claude-skills

Turn a plain-English description ("a node that runs on the kernel and does XGBoost predictions", "a node that trims whitespace", "an ML clustering node") into a correct single-file Flowfile custom…

Edwardvaneechoud/Flowfile

Generate an Abaqus FEA training dataset for surrogate / ML models.

theneoai/awesome-skills

Builds the code for a frozen research experiment test-first, with leakage controls, seed handling and saved evidence so results can be rerun and audited.

Light0305/Light-skills

Quantitative strategy frameworks: pairs trading/cointegration, volatility regime strategies, seasonality/calendar effects, multi-factor models (IC/IR), factor research and screening, correlation…

helsome/folio

Agent skill for data-ml-model - invoke with $agent-data-ml-model

ruvnet/ruflo

Generates production-ready analysis code in Python, R, SQL. An agent skill from liangdabiao/claude-data-analysis-ultra-main.

liangdabiao/claude-data-analysis-ultra-main

Builds and validates PyHealth clinical machine-learning pipelines for EHR, signals, imaging, and medical codes.

K-Dense-AI/scientific-agent-skills

Generates python code that evaluates SageMaker models. An agent skill from awslabs/agent-plugins.

awslabs/agent-plugins

Modal is a serverless cloud platform for running Python on demand, including on-demand GPUs.

K-Dense-AI/scientific-agent-skills

GPU-accelerates scientific Python on NVIDIA hardware and verifies that the result is correct and faster.

K-Dense-AI/scientific-agent-skills

Supports machine learning in Python with scikit-learn. An agent skill from K-Dense-AI/scientific-agent-skills.

K-Dense-AI/scientific-agent-skills

Research computing toolkit for optoelectronic information science and engineering, MATLAB/Octave, Python scientific analysis, signal processing, image processing, statistics, simulation…

zLanqing/codex-claude-academic-skills

A skill your agent uses when the contestant wants to submit a model evaluation job to the Simulation Challenge — POST /api/challenge/job.

AgibotTech/genie_sim

OCI Data Science service patterns including Jobs, Pipelines, Model Catalog, authentication, and the ADS SDK beyond AQUA.

oracle/accelerated-data-science

The scheduled model sweep. An agent skill from Kiln-AI/Kiln.

Kiln-AI/Kiln

LLM and ML model deployment for inference. An agent skill from ancoleman/ai-design-components.

ancoleman/ai-design-components

Production machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback.

affaan-m/ECC

Generates Python code using BigQuery DataFrames (BigFrames).

google/skills