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enrichment

renumics /speech_commands_enrichment_only Dataset Card for SpeechCommands Dataset Summary 📊 Data-centric AI principles have become increasingly important for real-world use cases.At Renumics we believe that classical benchmark datasets and competitions should be extended to reflect this development. 🔍 This is why we are publishing benchmark datasets with application-specific enrichments (e.g. embeddings, baseline results, uncertainties, label error scores). We hope this helps the ML community in the… See the full description on the dataset page: https://huggingface.co/datasets/renumics/speech_commands_enrichment_only.audioaudio-classification100K<n<1M0 likes233 downloads3y agoHugging Facecometadata /arxiv-software-repo-links-datacite-enrichment-format arXiv Software Repository Links - DataCite Enrichment Format A collection of metadata enrichments, formatted for DataCite's enrichment API, that add links between arXiv papers (via DOI) and the software repositories they reference or are supplemented by. Quick Start from datasets import load_dataset ds = load_dataset("cometadata/arxiv-software-repo-links-datacite-enrichment-format") Dataset Description Each record is a DataCite-style enrichment instruction… See the full description on the dataset page: https://huggingface.co/datasets/cometadata/arxiv-software-repo-links-datacite-enrichment-format.texttext-classification100K<n<1M0 likes91 downloads5mo agoHugging Facerenumics /spotlight-cifar100-enrichment Dataset Card for "spotlight-cifar100-enrichment" More Information needed tabular10K<n<100K0 likes86 downloads3y agoHugging Facerenumics /spotlight-beans-enrichment Dataset Card for "spotlight-beans-enrichment" More Information needed 1K<n<10K0 likes49 downloads3y agoHugging Faceplaycat /cat-enrichment-methods Cat Enrichment Methods | 고양이 환경 풍부화 방법 데이터셋 A curated bilingual (Korean/English) dataset of 50 evidence-based cat environmental enrichment methods, compiled by PlayCat. Dataset Description This dataset catalogs 50 proven methods for enriching indoor cats' environments, each classified by category, effectiveness, and evidence level. It serves as a structured reference for pet care professionals, researchers, and cat guardians seeking to improve feline welfare.… See the full description on the dataset page: https://huggingface.co/datasets/playcat/cat-enrichment-methods.text-classificationn<1K0 likes46 downloads4mo agoHugging Facedepinwang /jinyang-omentum-subtype-artifact-mechanism-canary-splice-enrichment-v1 jinyang-omentum-subtype-artifact-mechanism -- canary splicing-arm, enrichment summary One row per rMATS event type. Every value is read directly out of the job's own splicing_gates.json; nothing here is retyped by hand. Read this before quoting any number None of the enrichment results below is a scientific finding. This is a canary: chr21+chr22 only, 40 of 1048 samples. Its job was to prove the enrichment code path runs and emits a well-formed null. It did. The… See the full description on the dataset page: https://huggingface.co/datasets/depinwang/jinyang-omentum-subtype-artifact-mechanism-canary-splice-enrichment-v1.tabularn<1K0 likes40 downloads5d agoHugging Face