Python · For data scientists

Estimate peak GPU memory for a DualPipeV training run. An agent skill from mlc-ai/pith-train.

mlc-ai/pith-train

Add or update a Swarmauri SDK core interface in pkgs/core/swarmauricore.

swarmauri/swarmauri-sdk

Create a new built-in classification evaluator for Phoenix evals.

Arize-ai/phoenix

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

Guides your agent through unit-root, cointegration, GARCH, bootstrap and regression-diagnostic tests on financial time series, using a tested helper module.

HKUDS/Vibe-Trading

Measures portfolio and backtest risk with VaR, CVaR, maximum drawdown, Monte Carlo simulation, tail modeling and stress tests, using one tested risk module.

HKUDS/Vibe-Trading

Guides technology selection and implementation of AI and ML features in .NET 8+ applications using ML.NET, Microsoft.Extensions.AI (MEAI), Microsoft Agent Framework (MAF), GitHub Copilot SDK, ONNX…

dotnet/skills

Reads, inspects, and writes Flow Cytometry Standard (FCS) 2.0, 3.0, and 3.1 files with FlowIO.

K-Dense-AI/scientific-agent-skills

Supports geospatial research workflows for remote sensing, vector and raster GIS, spatial statistics, terrain and network analysis, and machine learning for Earth observation.

K-Dense-AI/scientific-agent-skills

Builds, inspects, tests, and analyzes bounded process-based discrete-event simulations with SimPy.

K-Dense-AI/scientific-agent-skills

Panel data analysis with Python using linearmodels and pandas.

meleantonio/awesome-econ-ai-stuff

Validate alignment quality with insert size distribution, proper pairing rates, GC bias, strand balance, and other post-alignment metrics.

GPTomics/bioSkills

Entry point for creating PINA problems. An agent skill from PINA-org/PINA.

PINA-org/PINA

Owns data understanding before any model is designed. An agent skill from probabl-ai/skills.

probabl-ai/skills

NFL data via ESPN public endpoints plus an nflverse backend for schedules, weekly rosters, play-by-play, and normalized player/team stat tables.

machina-sports/sports-skills

Writes Airflow task logic in Go using the Airflow Go SDK. An agent skill from astronomer/agents.

astronomer/agents

A skill your agent uses to turn researched or computed numeric data into source-grounded charts.

NVIDIA-AI-Blueprints/deep-researcher-agent

Effectively use Narwhals to write dataframe-agnostic code that works seamlessly across multiple Python dataframe libraries.

anam-org/metaxy

Extracts Airbnb search results - listing id, name, coordinates, rating, price, photos and badges - from the page's own embedded search data, with pagination.

browser-act/skills

Etsy category page scraper: given an Etsy category URL (e.g.

browser-act/skills

Etsy product detail scraper: given an Etsy listing URL, returns full product detail including listingId, title, priceCurrent, priceOriginal, currency, images (all), description, shopName, shopUrl…

browser-act/skills

Scrapes posts from any public Facebook Page timeline, returning structured data including post text, author info, engagement metrics (likes/comments/shares), reaction breakdowns…

browser-act/skills

Scrapes posts from any public Facebook Page or personal Profile timeline, returning structured data including post text, author info with profile picture, engagement metrics (likes/comments/shares)…

browser-act/skills

Scrapes second-hand item search results from Goofish (闲鱼/xianyu, goofish.com) — China's largest second-hand marketplace.

browser-act/skills

Scrapes Instagram posts tagged at a specific location or place, returning media items with captions, like/comment counts, media URLs and user info.

browser-act/skills

Fetches comments from an Instagram post including comment text, username, timestamp, like count and reply count.

browser-act/skills

Fetches Instagram user profile metadata including bio, follower count, following count, post count, verification status and other profile details.

browser-act/skills

Scrapes posts from an Instagram user's profile feed including captions, media URLs, like/comment counts, timestamps and location tags.

browser-act/skills

Fetch full product detail from a Taobao or Tmall product page by itemId, returning title, price, shop info, images, SKU variants, and product attributes.

browser-act/skills

Searches Threads posts by keyword or hashtag and returns matching posts with engagement metrics, extracted from SSR-embedded JSON.

browser-act/skills

Fetches public posts from a Threads user's profile page, extracting post text, engagement metrics, and media info from SSR-embedded JSON.

browser-act/skills

TikTok hashtag video scraper: input a hashtag name → output paginated video list with full metadata (author profile, engagement stats, music, video meta, hashtag list).

browser-act/skills

TikTok single video detail scraper: input a TikTok video URL → output full video metadata (author profile, engagement stats, music, video meta, hashtags, mentions, slideshow images).

browser-act/skills

对用户参与度数据执行同期群分析——留存曲线、功能采用趋势及分层洞察。适用于按同期群分析用户留存、研究功能随时间的采用情况、调查流失规律，或识别参与度趋势。

killvxk/pm-skills-zh

World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure.

davila7/claude-code-templates

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

Scales pandas, NumPy, and custom Python research workflows beyond memory or across clusters with Dask.

K-Dense-AI/scientific-agent-skills

Uses the Biohub esm Python SDK for ESM3 protein generation, ESMC embeddings, and ESMFold2 all-atom folding.

K-Dense-AI/scientific-agent-skills

Guidance and local audit tools for Python workflows that directly use GeoPandas GeoSeries, GeoDataFrame, spatial operations, or vector-data I/O.

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

Version-aware guidance for PufferLib reinforcement-learning environments, vectorization, policies, PuffeRL training, evaluation, and safe checkpoint review.

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

Builds, evaluates, and audits right-censored or competing-risk survival workflows with scikit-survival, including leakage-safe preprocessing, model selection, probability prediction, and…

K-Dense-AI/scientific-agent-skills

Processes large tabular scientific datasets with Vaex expressions, filtered views, streamed statistics, binned visualizations, and file conversion.

K-Dense-AI/scientific-agent-skills

Convert a jupytext percent %% Python file into an executed .ipynb with cell outputs.

probabl-ai/skills

NHL data via ESPN public endpoints and the official NHL API — scores, standings, rosters, schedules, game summaries, injuries, futures, leaders, and news, plus an analytics backend: play-by-play…

machina-sports/sports-skills

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

oracle/accelerated-data-science

Develop and deploy Lakeflow Jobs on Databricks via DABs, Python SDK, or the CLI.

Kilo-Org/kilo-marketplace