Machine learning

Use this sub-skill for MLAlgorithms supervised tabular estimators: linear/logistic regression, KNN, Naive Bayes, SVM kernels, random forests, gradient boosting, and experimental factorization…

VectorSpaceLab/AREX-Skill

A skill your agent uses for MLAlgorithms (mla) educational machine-learning implementations: classical estimators, clustering/reduction, metrics, NeuralNet building blocks, and DQN examples.

VectorSpaceLab/AREX-Skill

Parameterized Python empirical-analysis and machine-learning workflow for applied economics, public health epidemiology, supervised ML, and ML causal inference.

Drchronx/ai-agent-research-starter-kit

Chinese sentiment analysis workflows using dictionary scoring, traditional machine learning classifiers, and LLM API calls.

Drchronx/ai-agent-research-starter-kit

Design predictive maintenance strategies using sensor data, ML models for remaining useful life (RUL), and the P-F curve framework.

asgard-ai-platform/skills

A skill your agent uses when rewriting a machine-learning paper for ICML-style claims, 8-page clarity, soundness/originality/significance framing, impact statement, lay-summary readiness, and…

franklee16/academic-research-skills

Extract and validate numeric data from chart images, PDF figures, and official source-data files locally and reproducibly, with calibrated axes, compact-scatter recovery plus residual audits…

franklee16/academic-research-skills

Route DeePMD-kit requests to training or inference sub-skills.

Hello-QM/catgo-LRG

A skill your agent uses when training or debugging a neural net in PyTorch — the forward/loss/backward/step loop and its silent bugs, mixed precision (AMP), AdamW/LR schedules, DDP/FSDP/ZeRO…

ericrisco/rsc-harness

A skill your agent uses when predicting a column from rows of tabular features with classic models — scikit-learn pipelines, RandomForest, XGBoost/LightGBM, leak-free cross-validation, metrics for…

ericrisco/rsc-harness

A full-featured computational pathology toolkit for advanced WSI analysis, including multiplexed immunofluorescence (CODEX, Vectra), nuclei segmentation, tissue graph construction, and machine…

aipoch/medical-research-skills

Model interpretability and explainability using SHAP (SHapley Additive exPlanations).

aipoch/medical-research-skills

A skill your agent uses when positioning an AISTATS submission against AI, machine-learning, statistics, and uncertainty literature, including arXiv preprints, workshop versions, concurrent…

brycewang-stanford/Awesome-Journal-Skills

A skill your agent uses when positioning a The Econometrics Journal (EctJ) paper against econometric theory, applied econometrics, statistics, and machine-learning literatures while keeping the…

brycewang-stanford/Awesome-Journal-Skills

A skill your agent uses when deciding whether a manuscript fits ICML, choosing the main research track versus the ICML Position Papers track or another venue (NeurIPS, ICLR, AISTATS, UAI, COLT…

brycewang-stanford/Awesome-Journal-Skills

A skill your agent uses when targeting Journal of Climate or deciding whether a climate-dynamics or climate-variability manuscript fits this venue.

brycewang-stanford/Awesome-Journal-Skills

A skill your agent uses when rewriting a machine-learning paper for NeurIPS-style contribution framing, calibrated claims, contribution-type alignment, limitations, broader-impact prose, and…

brycewang-stanford/Awesome-Journal-Skills

Battle-tested prompt patterns for production AI agents. An agent skill from LeoYeAI/openclaw-master-skills.

LeoYeAI/openclaw-master-skills

Verifies math-heavy code for algorithmic correctness and numerical stability.

athola/claude-night-market

MANDATORY whenever a task involves training, fine-tuning, tuning, or evaluating a machine-learning model on data (tabular, time series, text, images — any modality).

hashgraph-online/awesome-codex-plugins

Route text-labeling requests across LDA topic modeling, sklearn baselines, pretrained transformer models, and OpenAI-compatible LLM labeling.

Drchronx/ai-agent-research-starter-kit

Audit EEG/BCI model evaluation and prevent data leakage. An agent skill from Drchronx/ai-agent-research-starter-kit.

Drchronx/ai-agent-research-starter-kit

27 ai & machine learning skills. An agent skill from wentorai/research-plugins.

wentorai/research-plugins

Cloud computing platform for running Python on GPUs and serverless infrastructure.

BioTender-max/awesome-bio-agent-skills

Optimize machine learning model hyperparameters using grid search, random search, Bayesian optimization, and Hyperband to maximize model performance within a compute budget.

seb1n/awesome-ai-agent-skills

Train machine learning models end-to-end, covering data loading, preprocessing, architecture selection, training loops, validation, and checkpointing.

seb1n/awesome-ai-agent-skills

Design, implement, and validate reproducible machine-learning pipelines spanning data preparation, training, evaluation, registry, and deployment gates.

seb1n/awesome-ai-agent-skills

Deploy trained machine learning models as production-ready services using REST APIs, containers, serverless functions, and orchestration platforms.

seb1n/awesome-ai-agent-skills

This skill should be considered when you need to answer reflow machine maintenance questions or provide detailed guidance based on thermocouple data, MES data or defect data and reflow technical…

benchflow-ai/skillsbench

UMAP dimensionality reduction for visualization, clustering prep, and feature engineering.

jaechang-hits/SciAgent-Skills

This package provides a workflow for the use of EaSIeR tool, developed to assess patients' likelihood to respond to ICB therapies providing just the patients' RNA-seq data as input.

bioMate-AI/biomate-bioconductor-kb

The ORFhunteR package is a R and C++ library for an automatic determination and annotation of open reading frames (ORF) in a large set of RNA molecules.

bioMate-AI/biomate-bioconductor-kb

The package comprises a set of pretrained machine learning models to predict basic immune cell types.

bioMate-AI/biomate-bioconductor-kb

A post hoc cell type classification tool to fine-tune cell type annotations generated by any cell type classification procedure with semi-supervised learning algorithm AdaSampling technique.

bioMate-AI/biomate-bioconductor-kb

This is an advanced version of TDbasedUFE, which is a comprehensive package to perform Tensor decomposition based unsupervised feature extraction.

bioMate-AI/biomate-bioconductor-kb

Guidance for querying ML model leaderboards and benchmarks (MTEB, HuggingFace, embedding benchmarks).

lazyFrogLOL/Harness_Engineering

Onboards users to MLflow by determining their use case (GenAI agents/apps or traditional ML/deep learning) and guiding them through relevant quickstart tutorials and initial integration.

Kilo-Org/kilo-marketplace

Guidance for feature engineering, feature discovery, feature importance analysis, and understanding DataRobot's automated feature engineering capabilities.

Kilo-Org/kilo-marketplace

Expert knowledge for Azure AI Document Intelligence development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns…

MicrosoftDocs/Agent-Skills

피처 엔지니어링 기법 카탈로그: 수치형/범주형/시계열/텍스트 변환, 피처 선택, 피처 스토어 설계. An agent skill from revfactory/harness-100.

revfactory/harness-100