Data Science & ML Skills
1,741 Data Science & ML skills for Claude Code, ranked by installs
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Showing 1 to 80 of 1,741
skills.sh installs1
hugging-face-trackiohuggingface/skillsTrack and visualize ML training experiments with Trackio. Use when logging metrics during training (Python API), firing alerts for training diagnostics, or retr226skills.sh installs
2
jupyter-notebookopenai/skillsUse when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templates and r5.9Kskills.sh installs
3
jupyter-notebook-writingzc277584121/marketing-skillsWrite Milvus application-level Jupyter notebook examples using a Markdown-first workflow with jupyter-switch for format conversion.3.9Kskills.sh installs
4
deep-learning-pytorchmindrally/skillsExpert guidance for deep learning, transformers, diffusion models, and LLM development with PyTorch, Transformers, Diffusers, and Gradio.1.9Kskills.sh installs
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machine-learning-ops-ml-pipelinesickn33/antigravity-awesome-skillsmachine learning ops ml pipeline508skills.sh installs
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aris-autonomous-ml-researcharadotso/trending-skillsaris autonomous ml research360skills.sh installs
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arxiv-researchaibtcdev/skillsFetch and compile arXiv papers on LLMs, autonomous agents, and AI infrastructure into scored, grouped research digests. Stores digests at ~/.aibtc/arxiv-researc273skills.sh installs
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hugging-face-paper-publisherhuggingface/skillsPublish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating pr245skills.sh installs
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huggingface-accelerateorchestra-research/ai-research-skillsSimplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for DeepSpeed/FSDP/Megatron/DDP. Automatic device place1Kskills.sh installs
10
ml-training-recipesorchestra-research/ai-research-skillsBattle-tested PyTorch training recipes for all domains — LLMs, vision, diffusion, medical imaging, protein/drug discovery, spatial omics, genomics. Covers train996skills.sh installs
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hugging-face-model-trainerhuggingface/skillsThis skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs infrastructu418skills.sh installs
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hugging-face-datasetshuggingface/skillsCreate and manage datasets on Hugging Face Hub. Supports initializing repos, defining configs/system prompts, streaming row updates, and SQL-based dataset query367skills.sh installs
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matplotlibsanand0/scientific-researchFoundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export PNG/PDF/SVG, for scientific visualization and publica0skills.sh installs
14
data-visualizationanthropics/knowledge-work-pluginsCreate effective data visualizations with Python (matplotlib, seaborn, plotly). Use when building charts, choosing the right chart type for a dataset, creating 14.5Kskills.sh installs
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bigquery-ai-mlgoogle/skillsLeverages BigQuery's built-in machine learning and GenAI capabilities for advanced data analytics. Use when you need to write SQL queries that perform time-seri8Kskills.sh installs
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huggingface-datasetshuggingface/skillsUse this skill for Hugging Face Dataset Viewer API workflows that fetch subset/split metadata, paginate rows, search text, apply filters, download parquet URLs,2.6Kskills.sh installs
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ml-paper-writingorchestra-research/ai-research-skillsWrite publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying ci2.5Kskills.sh installs
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arxiv-searchlangchain-ai/deepagentsSearches arXiv for preprints and academic papers, retrieves abstracts, and filters by topic. Use when the user asks to find research papers, search arXiv, look 2.3Kskills.sh installs
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huggingface-papershuggingface/skillsLook up and read Hugging Face paper pages in markdown, and use the papers API for structured metadata such as authors, linked models/datasets/spaces, Github rep2.3Kskills.sh installs
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huggingface-trackiohuggingface/skillsTrack and visualize ML training experiments with Trackio. Use when logging metrics during training (Python API), firing alerts for training diagnostics, or retr2Kskills.sh installs
21
tao-finetune-huggingface-modelnvidia/skillsFine-tune any HuggingFace CV / VLM / LLM model on local NVIDIA GPUs inside an NGC PyTorch container. Use when the user wants to fine-tune a HuggingFace model (f1.7Kskills.sh installs
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data-analysis-jupytermindrally/skillsExpert guidance for data analysis, visualization, and Jupyter Notebook development with pandas, matplotlib, seaborn, and numpy.1.6Kskills.sh installs
25
senior-ml-engineerdavila7/claude-code-templatesWorld-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise in PyTorch, TensorFlow, model deployment, fea799skills.sh installs
26
data-science-expertpersonamanagmentlayer/pclExpert-level data science, analytics, visualization, and statistical modeling583skills.sh installs
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longbridge-ml-strategylongbridge/skillsMachine-learning prediction strategy framework via Longbridge Securities — walk-forward rolling training with feature engineering (MACD, RSI, Bollinger Band wid493skills.sh installs
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ml-model-trainingsecondsky/claude-skillsTrain ML models with scikit-learn, PyTorch, TensorFlow. Use for classification/regression, neural networks, hyperparameter tuning, or encountering overfitting, 474skills.sh installs
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matplotlibtondevrel/scientific-agent-skillsThe foundational library for creating static, animated, and interactive visualizations in Python. Highly customizable and the industry standard for publication-375skills.sh installs
30
dataset-transformationawslabs/agent-pluginsGenerates code that transforms datasets between ML schemas for model training or evaluation. Use when the user says "transform", "convert", "reformat", "change 153skills.sh installs
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ML Model Trainingaj-geddes/useful-ai-promptsBuild and train machine learning models using scikit-learn, PyTorch, and TensorFlow for classification, regression, and clustering tasks0skills.sh installs
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Pandas Data Analysispluginagentmarketplace/custom-plugin-pythonMaster data manipulation, analysis, and visualization with Pandas, NumPy, and Matplotlib0skills.sh installs
33
matchmssanand0/scientific-researchMass spectrometry analysis. Process mzML/MGF/MSP, spectral similarity (cosine, modified cosine), metadata harmonization, compound ID, for metabolomics and MS da0skills.sh installs
34
rdkitsanand0/scientific-researchCheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generatio0skills.sh installs
35
pytorch-lightningorchestra-research/ai-research-skillsHigh-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from lap1Kskills.sh installs
39
arxivwanshuiyin/auto-claude-code-research-in-sleepSearch, download, and summarize academic papers from arXiv. Use when user says "search arxiv", "download paper", "fetch arxiv", "arxiv search", "get paper pdf",601skills.sh installs
40
hugging-face-evaluationhuggingface/skillsAdd and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial Analysis AP265skills.sh installs
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senior-ml-engineeralirezarezvani/claude-skillsML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs. Covers model deployment, feature stores, drift monitoring, RAG 940skills.sh installs
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ml-paper-writinggalaxy-dawn/claude-scholarWrite publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, conducting literature reviews, find469skills.sh installs
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framing-research-questionsk-dense-ai/science-superpowersYou MUST use this before any data analysis or investigation - before exploring a dataset, loading or profiling data, running a model, computing a statistic, or 0skills.sh installs
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research-issuestaishi-i/awesome-japanese-nlp-resourcesInvestigate current challenges, limitations, and proposed solutions in Japanese NLP for a topic. Surveys the existing awesome-japanese-nlp-resources dataset to 0skills.sh installs
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ai-research-explorelllllllama/rigorpilot-skillsRigor Explore compatible skill slug for meaningful and potentially novel deep learning research candidates. Use when the researcher has chosen the task family, 353.7Kskills.sh installs
50
emblem-market-researchemblemcompany/agent-skillsCrypto market intelligence via EmblemAI. Trending tokens, on-chain analytics, derivatives data, and smart money tracking from CoinGecko, CoinGlass, Birdeye, and8.9Kskills.sh installs
51
literature-search-arxivgoogle-deepmind/science-skillsSearch for scientific papers, preprints, and publications on arXiv. Extract metadata, abstracts, and download full-text PDFs or HTML versions of papers. Use whe3.5Kskills.sh installs
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jupyter-to-marimomarimo-team/skillsConvert a Jupyter notebook (.ipynb) to a marimo notebook (.py).3.5Kskills.sh installs
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scientific-visualizationk-dense-ai/scientific-agent-skillsCreate and audit truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly. Use for figure design, multi-panel layouts, unc2.6Kskills.sh installs
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huggingface-llm-trainerhuggingface/skillsTrain or fine-tune language and vision models using TRL (Transformer Reinforcement Learning) or Unsloth with Hugging Face Jobs infrastructure. Covers SFT, DPO, 2.4Kskills.sh installs
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matplotlibk-dense-ai/scientific-agent-skillsLow-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot types, or integrating wit2.3Kskills.sh installs
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huggingface-vision-trainerhuggingface/skillsTrains and fine-tunes vision models for object detection (D-FINE, RT-DETR v2, DETR, YOLOS), image classification (timm models — MobileNetV3, MobileViT, ResNet, 2Kskills.sh installs
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nemo-rl-auto-researchnvidia/skillsAutonomous NeMo-RL research agent workflow for directed hypothesis testing and open-ended discovery. Guides agents through the full experiment lifecycle: unders1.9Kskills.sh installs
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research-paper-writingmaster-cai/research-paper-writing-skillsImprove academic paper writing quality for ML/CV/NLP-style papers with clear section structure, paragraph flow, and reviewer-facing presentation. Use when draft1.8Kskills.sh installs
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scientific-visualizationdavila7/claude-code-templatesCreate publication figures with matplotlib/seaborn/plotly. Multi-panel layouts, error bars, significance markers, colorblind-safe, export PDF/EPS/TIFF, for jour1.6Kskills.sh installs
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matplotlibdavila7/claude-code-templatesFoundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export PNG/PDF/SVG, for scientific visualization and publica1.1Kskills.sh installs
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matplotlib-best-practicesmindrally/skillsBest practices for Matplotlib data visualization, plotting, and creating publication-quality figures in Python1.1Kskills.sh installs
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scikit-learndavila7/claude-code-templatesMachine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensi944skills.sh installs
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deep-learning-pythonmindrally/skillsGuidelines for deep learning development with PyTorch, Transformers, Diffusers, and Gradio for LLM and diffusion model work.878skills.sh installs
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statistics-fundamentalsjoellewis/finance_skillsApply statistical methods to financial data including descriptive statistics, covariance estimation, regression, hypothesis testing, and resampling. Use when th856skills.sh installs
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ml-paper-writingdavila7/claude-code-templatesWrite publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying ci416skills.sh installs
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huggingface-acceleratedavila7/claude-code-templatesSimplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for DeepSpeed/FSDP/Megatron/DDP. Automatic device place389skills.sh installs
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analytics-metricshoodini/ai-agents-skillsBuild data visualization and analytics dashboards. Use when creating charts, KPI displays, metrics dashboards, or data visualization components. Triggers on ana381skills.sh installs
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huggingface-tokenizersdavila7/claude-code-templatesFast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports BPE, WordPiece, and Unigram algorithms. 340skills.sh installs
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arxiv-searchvarde80/arxiv-zotero-obsidianSearch arXiv for academic papers. Use when users want to find research papers, preprints, or academic articles on any topic. Supports filtering by date, categor321skills.sh installs
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deep-researchfeiskyer/claude-code-settingsMulti-agent research orchestration: split a research goal into parallel sub-goals, run each via headless `claude -p` subprocesses, aggregate results into a poli304skills.sh installs
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chat-with-arxivqodex-ai/ai-agent-skillsBuild interactive chat agents for exploring and discussing academic research papers from ArXiv. Covers paper retrieval, content processing, question-answering, 303skills.sh installs
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statistics-verifiertravisjneuman/.claudeVerify statistics from raw data with methodology checking, significance testing, claim validation, and bias detection. Use when fact-checking statistical claims218skills.sh installs
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wiki-research-looprohitg00/pro-workflowAuto-grow a pro-workflow wiki by running a budget-capped BFS research loop over pluggable source fetchers (web, arXiv, GitHub). Each iteration pops a seed from 154skills.sh installs
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deep-researchactionbook/actionbookDeep research and analysis tool. Generates comprehensive HTML reports on any topic, domain, paper, or technology. Use when user asks to research, analyze, inves148skills.sh installs
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arxiv-watchersundial-org/awesome-openclaw-skillsSearch and summarize papers from ArXiv. Use when the user asks for the latest research, specific topics on ArXiv, or a daily summary of AI papers.145skills.sh installs
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arxiv-vieweractionbook/actionbookView, search, and download academic papers from arXiv. Supports API queries, web scraping via Actionbook, and HTML paper reading via ar5iv. Use when user asks a133skills.sh installs
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Data Visualizationaj-geddes/useful-ai-promptsCreate effective visualizations using matplotlib and seaborn for exploratory analysis, presenting insights, and communicating findings with business stakeholder0skills.sh installs
Questions
Can Claude Code help with data science workflows?
Yes, data science skills help Claude load and clean datasets, create visualizations, write ML pipelines, and even read research papers. They're especially useful for Python-based data workflows.
All 1741 Data Science & ML skills →