Topic · Data & Analytics
Best machine learning skills, page 6
Machine learning skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 241 | Explains machine learning predictions on omics data using SHAP values and LIME for feature attribution. | majiayu000/ | 666 | 1 repo | ~995 | Automated safety check: Pass | MIT | today |
| 242 | Statistical analysis for metabolomics data. An agent skill from majiayu000/claude-skill-registry. | majiayu000/ | 666 | 1 repo | ~1.5k | Automated safety check: Pass | MIT | today |
| 243 | 243.Data Science A skill your agent uses when performing exploratory data analysis, statistical testing, data visualization, or building predictive models. | majiayu000/ | 666 | 1 repo | ~4.3k | Automated safety check: Pass | MIT | today |
| 244 | Guidance for feature engineering, feature discovery, feature importance analysis, and understanding DataRobot's automated feature engineering capabilities. | majiayu000/ | 666 | 1 repo | ~1.8k | Automated safety check: Pass | MIT | today |
| 245 | 245.Domain ML A skill your agent uses when building ML/AI apps in Rust. An agent skill from majiayu000/claude-skill-registry. | majiayu000/ | 666 | 1 repo | ~1.2k | Automated safety check: Pass | MIT | today |
| 246 | 246.ML Causal Econometrics skill for machine learning methods in causal inference. | majiayu000/ | 666 | 1 repo | ~4k | Automated safety check: Pass | MIT | today |
| 247 | Automated pipeline for retraining ML models with new construction data. | majiayu000/ | 666 | 1 repo | ~4.6k | Automated safety check: Pass | MIT | today |
| 248 | 248.ML Ops A skill your agent uses when deploying ML models to production, setting up model monitoring, implementing A/B testing for models, or managing feature stores. | majiayu000/ | 666 | 1 repo | ~4.3k | Automated safety check: Pass | MIT | today |
| 249 | Design, implement, and validate reproducible machine-learning pipelines spanning data preparation, training, evaluation, registry, and deployment gates. | majiayu000/ | 666 | 1 repo | ~1.5k | Automated safety check: Pass | MIT | today |
| 250 | 250.Modal GPU Run Python code on cloud GPUs using Modal serverless platform. | majiayu000/ | 666 | 1 repo | ~657 | Automated safety check: Pass | MIT | today |
| 251 | 251.Model Deployment Deploy trained machine learning models as production-ready services using REST APIs, containers, serverless functions, and orchestration platforms. | majiayu000/ | 666 | 1 repo | ~2.1k | Automated safety check: Pass | MIT | today |
| 252 | 252.Oracle Use the @steipete/oracle CLI to bundle a prompt plus the right files and get a second-model review (API or browser) for debugging, refactors, design checks, or cross-validation. | majiayu000/ | 666 | 3 repos | ~1.4k | Automated safety check: Notes | MIT | today |
| 253 | 253.AI ML V2 AI/ML Workflow Bundle workflow skill. An agent skill from majiayu000/claude-skill-registry. | majiayu000/ | 666 | 1 repo | ~3.4k | Automated safety check: Pass | MIT | today |
| 254 | 254.Spring AI Diagnose and operate Spring AI projects with version-aware Maven or Gradle checks for ChatClient, advisors, retrieval, conversation memory, tool/MCP boundaries, streaming, configuration, and… | magnus919/ | 113 | — | ~1.2k | Automated safety check: Pass | MIT | 2 days ago |
| 255 | A skill your agent uses when evaluating the model and analyzing results for an Agricultural Systems (AgSy) manuscript so it survives expert systems review — independent model evaluation (observed vs. | franklee16/ | 223 | 1 repo | ~1k | Automated safety check: Pass | No licence | 20 days ago |
| 256 | A skill your agent uses when writing the response to an Agricultural Systems (AgSy) revision decision. | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 20 days ago |
| 257 | A skill your agent uses when targeting Asian Conference on Machine Learning (ACML) or deciding whether a computer-science manuscript fits this venue. | franklee16/ | 223 | 1 repo | ~1.9k | Automated safety check: Pass | No licence | 20 days ago |
| 258 | A skill your agent uses when targeting Conference on Machine Learning and Systems (MLSys) or deciding whether a computer-science manuscript fits this venue. | franklee16/ | 223 | 1 repo | ~1.9k | Automated safety check: Pass | No licence | 20 days ago |
| 259 | A skill your agent uses when executing and reporting the statistical analysis for a Field Crops Research (FCR) manuscript — mixed models for multi-environment and blocked/split-plot designs… | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 20 days ago |
| 260 | A skill your agent uses when executing and reporting the analysis for a Global Change Biology (GCB) manuscript — mixed/hierarchical models, time-series and spatial analysis, meta-analysis, and model… | franklee16/ | 223 | 1 repo | ~920 | Automated safety check: Pass | No licence | 20 days ago |
| 261 | A skill your agent uses when targeting IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) or deciding whether a computer vision or machine learning manuscript fits this archival… | franklee16/ | 223 | 1 repo | ~2k | Automated safety check: Pass | No licence | 20 days ago |
| 262 | A skill your agent uses when targeting International Conference on Automated Machine Learning (AutoML Conference) or deciding whether a computer-science manuscript fits this venue. | franklee16/ | 223 | 1 repo | ~2k | Automated safety check: Pass | No licence | 20 days ago |
| 263 | A skill your agent uses when targeting International Conference on Machine Learning (ICML) or deciding whether a computer-science manuscript fits this venue. | franklee16/ | 223 | 1 repo | ~1.9k | Automated safety check: Pass | No licence | 20 days ago |
| 264 | A skill your agent uses when targeting Journal of Machine Learning Research (JMLR) or deciding whether a machine learning methods or theory manuscript fits this open-access venue. | franklee16/ | 223 | 1 repo | ~2k | Automated safety check: Pass | No licence | 20 days ago |
| 265 | A skill your agent uses when targeting Machine Learning for Health (ML4H) or deciding whether a computer-science manuscript fits this venue. | franklee16/ | 223 | 1 repo | ~1.9k | Automated safety check: Pass | No licence | 20 days ago |
| 266 | 266.Deepmd Inference Run DeePMD-kit inference to predict energies, forces, and stresses using a trained DP model. | Hello-QM/ | 205 | — | ~945 | Automated safety check: Pass | AGPL-3.0 | 16 days ago |
| 267 | 267.Modal Cloud computing platform for running Python on GPUs and serverless infrastructure. | BioTender-max/ | 197 | — | ~3.1k | Automated safety check: Notes | Apache-2.0 | 3 mo ago |
| 268 | Prevents 30+ critical AI/ML mistakes including data leakage, evaluation errors, training pitfalls, and deployment issues. | aiskillstore/ | 430 | — | ~1.1k | Automated safety check: Pass | No licence | yesterday |
| 269 | Best practices for scikit-learn machine learning, model development, evaluation, and deployment in Python | Kilo-Org/ | 190 | 1 repo | ~1.2k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 270 | Generates complete comorbidity-oriented shared-biomarker bioinformatics research designs from a user-provided disease pair and validation direction. | aipoch/ | 2k | — | ~4.5k | Automated safety check: Pass | MIT | 21 days ago |
| 271 | Generates complete phenotype-scoring bioinformatics research designs for any disease context and any user-defined phenotype, pathway, process, signature, or molecular program. | aipoch/ | 2k | — | ~4.6k | Automated safety check: Pass | MIT | 21 days ago |
| 272 | Generates complete conventional non-oncology diagnostic machine-learning research designs from a user-provided disease context, optional mechanism theme, and validation direction. | aipoch/ | 2k | — | ~4.8k | Automated safety check: Pass | MIT | 21 days ago |
| 273 | Generates complete process-related diagnostic biomarker bioinformatics research designs from a user-provided disease context, gene-family or pathway theme, and validation direction. | aipoch/ | 2k | — | ~4.7k | Automated safety check: Pass | MIT | 21 days ago |
| 274 | Multi-agent orchestration patterns for production deployments. | LeoYeAI/ | 2.2k | — | ~4.4k | Automated safety check: Pass | MIT | 2 mo ago |
| 275 | Methodology for systematically designing document chunking strategies for RAG pipelines. | revfactory/ | 1.3k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 276 | Guide for experiment tracking tool setup (MLflow, Weights & Biases, etc.), reproducibility assurance, model registry, and experiment comparison methodology. | revfactory/ | 1.3k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 277 | Feature engineering techniques catalog: numeric/categorical/time-series/text transformations, feature selection, feature store design. | revfactory/ | 1.3k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 278 | ML model selection matrix by problem type, hyperparameter tuning strategies, and ensemble methodology guide. | revfactory/ | 1.3k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 279 | 279.ML Research Lab Machine-learning research loop for dataset curation, fine-tuning, evaluation, inference deployment, experiment tracking, and model explainability. | AnastasiyaW/ | 154 | — | ~794 | Automated safety check: Pass | MIT | today |
| 280 | Create bigquery ml model creator operations. An agent skill from jeremylongshore/tons-of-skills-marketplace. | jeremylongshore/ | 2.8k | — | ~571 | Automated safety check: Pass | MIT | today |
| 281 | Deploy KServe InferenceService on CoreWeave with autoscaling and GPU scheduling. | jeremylongshore/ | 2.8k | — | ~1.2k | Automated safety check: Pass | MIT | today |
| 282 | 282.Cortex Model Build an ML pipeline — from data to trained model to serving endpoint. | jeremylongshore/ | 2.8k | — | ~1.2k | Automated safety check: Notes | MIT | today |
| 283 | Configure cross validation setup operations. An agent skill from jeremylongshore/tons-of-skills-marketplace. | jeremylongshore/ | 2.8k | — | ~572 | Automated safety check: Pass | MIT | today |
| 284 | Analyze feature importance analyzer operations. An agent skill from jeremylongshore/tons-of-skills-marketplace. | jeremylongshore/ | 2.8k | — | ~592 | Automated safety check: Pass | MIT | today |
| 285 | Build model evaluation metrics operations. An agent skill from jeremylongshore/tons-of-skills-marketplace. | jeremylongshore/ | 2.8k | — | ~578 | Automated safety check: Pass | MIT | today |
| 286 | 286.Anystyle API Citation reference parser using machine learning. An agent skill from wentorai/research-plugins. | wentorai/ | 298 | 1 repo | ~2.1k | Automated safety check: Pass | MIT | 3 mo ago |
| 287 | Computational drug-target interaction prediction and virtual screening | wentorai/ | 298 | 1 repo | ~2.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 288 | Apply EconML for causal inference combining machine learning and econometrics | wentorai/ | 298 | 1 repo | ~1.8k | Automated safety check: Pass | MIT | 3 mo ago |