“datasets”

ASR数据清洗 - 语种识别与异常字符正规化

Given a dataset name, look up and return its full path on the VEuPathDB workflow fileserver.

执行数据质量检查，对CSV/Excel/TSV/JSON等表格数据进行12个维度的全面审计，输出质量评分、问题详情和修复建议。当用户需要进行数据质量检测、查看缺失值、重复行、异常值、格式问题、类型混淆，或提及数据质量、质检、数据清洗前检查、异常值检测、格式校验、空值、数据健康度、质量评分等关键词时触发。

Add consistent, executable evaluation cases with explicit routing, tool, argument, context, fact, safety, and answer expectations.

对已经形成标准图结构的电话网络数据集做总体概览，统计号码规模、通话边规模、设备边规模、风险标签分布、省份分布、时间覆盖和可分析能力范围。适用于回答“数据里有什么、规模多大、能做什么”；不用于建图、TopN 排名、单号码下钻或团伙簇识别。

Find and assess datasets for a research question.

Hugging Face Hub CLI (`hf`) for downloading, uploading, and managing models, datasets, spaces, buckets, repos, papers, jobs, and more on the Hugging Face Hub.

将新上传的电话网络原始 CSV、Excel、JSON 或 Parquet 数据进行字段识别、清洗、质量检查和建图预处理，生成 user_nodes.csv、call_edges.csv、edges_phone_imei.parquet…

诊断电话网络数据集是否具备标准图结构、数据质量是否满足后续分析条件、各下游 skill 是否可用，并检查多省份数据的 ID 命名空间与跨省可联动性前提。适用于数据体检、能力矩阵、unified 是否支持跨省实体联动等问题；诊断结论不得被夸大为业务事实。

Use when designing smoke, small, and production-like training curricula, token budgets, sequencing, or leakage checks for an idea.

Use when a clinical CSV/Excel dataset needs profiling and cleaning before analysis (missing values, outliers, duplicates, type mismatches).

Profile and aggregate a bundled sales dataset - group revenue by region, category, channel or month, apply filters, and compute sums, means, medians and ranges.

Search the data catalog, variable dictionary, and data linkages for datasets, variables, or data sources.

Use when preparing a medical-imaging dataset (DICOM/NIfTI) for modelling.

Find implementable ML training recipes from papers, datasets, docs, and code.

Query NCBI GEO for gene expression datasets.

Evaluate a Zira vision model — see how accurately it detects each class (precision, recall, the images it gets wrong, drawn on the images) by running it on a…

The data.gov.sg datasets the Singapore agent may query with sg_dataset, with their fields and query recipes.

Prepare, audit, or revise Nature-ready Data Availability statements, data repository plans, dataset citations, and FAIR metadata checklists for manuscripts.

Adapt BOP datasets, run the FoundationPose perception pipeline with TAO depth, and evaluate or re-score pose results.

Tools and guidance for data upload, dataset management, data validation, and preparing data for DataRobot projects.

Hugging Face Hub CLI (hf) — search, download, and upload models and datasets, manage repos, query datasets with SQL, deploy inference endpoints, manage Spaces…

Run end-to-end calibration on the shipped sample dataset (sdg_08_2_sample_data_010926.zip) against a running AMC microservice.

Search and inspect New Zealand Government open-data catalogue datasets, organisations, resources, and datastore records through the public CKAN API at…