datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Multisite-PPG
Multisite PPG Dataset
A multisite photoplethysmography (PPG) dataset: long-duration recordings from four body locations, synchronized activity logs, and ECG-derived heart-rate ground truth. It supports PPG-based HR estimation, signal-quality assessment, motion-artifact handling, and cross-site generalization research.
For data preprocessing and baseline training code, see our GitHub repository: anonymous-ppg/wearable-ppg-dataset.
At a glance
Approx.… See the full description on the dataset page: https://huggingface.co/datasets/luobosi/Multisite-PPG.Multisite-PPG
Multisite PPG Dataset
A multisite photoplethysmography (PPG) dataset: long-duration recordings from four body locations, synchronized activity logs, and ECG-derived heart-rate ground truth. It supports PPG-based HR estimation, signal-quality assessment, motion-artifact handling, and cross-site generalization research.
For data preprocessing and baseline training code, see our GitHub repository: anonymous-ppg/wearable-ppg-dataset.
At a glance
Approx.… See the full description on the dataset page: https://huggingface.co/datasets/snowballlab/Multisite-PPG.multisite-ppg-submission
Multisite PPG Dataset
A multisite photoplethysmography (PPG) dataset: long-duration recordings from four body locations, synchronized activity logs, and ECG-derived heart-rate ground truth. It supports PPG-based HR estimation, signal-quality assessment, motion-artifact handling, and cross-site generalization research.
For data preprocessing and baseline training code, see our GitHub repository: anonymous-ppg/wearable-ppg-dataset.
Submission note: This is the anonymized submission… See the full description on the dataset page: https://huggingface.co/datasets/anonymous-ppg-dataset/multisite-ppg-submission.mimic-iv-aligned-ppg-ecgP_P_GHOST_1Million
P_P_GHOST — 1,000,000 record pack (sharded)
This repository contains 1,000,000 JSONL records (gzipped shards) to train/evaluate prompt orchestration that creates the illusion of instant fine-tuning via:
prompt packets / compilation
routing + retrieval grounding (RAG)
tool-use loops (ReAct)
schema enforcement + reasking/repair loops
end-of-pass meta-optimization (self-refine style)
Truth policy
Each record references at least one evidence capsule with a public… See the full description on the dataset page: https://huggingface.co/datasets/WithinUsAI/P_P_GHOST_1Million.PPG-data-for-MLPPG-datasetP_P_Green_Cube_Structured_Placement_GeneralisationThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/fkearsey/P_P_Green_Cube_Structured_Placement_Generalisation.ppg-dalia
PPG-DaLiA — Reiss et al., Sensors 2019
Mirror of the official PPG-DaLiA dataset hosted on the UCI Machine
Learning Repository (dataset 495).
UCI's own download endpoint occasionally truncates the response, so this
mirror exists for robust re-download. The contents are byte-identical to the
official UCI zip.
Citation
A. Reiss, I. Indlekofer, P. Schmidt, K. Van Laerhoven, "Deep PPG: Large-Scale
Heart Rate Estimation with Convolutional Neural Networks", Sensors 19(14)… See the full description on the dataset page: https://huggingface.co/datasets/Yotto3108/ppg-dalia.P_P_Green_Cube_Random_Placement_testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/fkearsey/P_P_Green_Cube_Random_Placement_test.P_P_Green_Cube_Structured_Placement_Position2_20260720_205214This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/fkearsey/P_P_Green_Cube_Structured_Placement_Position2_20260720_205214.P_P_Green_Cube_Random_Placement_test_20260716_195558This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/fkearsey/P_P_Green_Cube_Random_Placement_test_20260716_195558.P_P_Green_Cube_Structured_Placement_Generalisation_20260718_174748This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/fkearsey/P_P_Green_Cube_Structured_Placement_Generalisation_20260718_174748.ppg-bp-datasetPPG-BP Datasetppg-bpPPG-BP prediction trialsBP-PPGPPG-BP prediction trialsBianca-Lily-Vonnegut-PPG-RebootppgtrialsPPG-BP prediction trialsPPG-Arrhythmia-DatasetThis dataset contains PPG, ABP, ECG lead II, and ECG aVR with annotations to Arrhythmia types, False/True alarm, Signal Quality
The training data is contained in the training.zip inside the zipfile. Because a publicly accessible dataset is very limited, we used the training data for train, validation, and test set.
PPG_datasetchd_dataset_v3_PPGPPGFlowECGindicateurs-politique-prioritaire-du-gouvernement-covoiturage-courte-distance-ppg
Indicateurs politique prioritaire du gouvernement "covoiturage courte distance" (PPG)
[!NOTE]
Ce jeu de données Hugging Face est vide. Cette carte sert seulement à référencer le jeu de données Indicateurs politique prioritaire du gouvernement "covoiturage courte distance" (PPG) qui est disponible à l'adresse https://www.data.gouv.fr/datasets/6576e53f1ea30946851542e5
Description
Cet ensemble de jeux de données sont les données sources des indicateurs départementaux… See the full description on the dataset page: https://huggingface.co/datasets/french-open-data/indicateurs-politique-prioritaire-du-gouvernement-covoiturage-courte-distance-ppg.P_P_Green_Cube_Random_Placementmimic_iii_ppg_raw_sbp_dbpecg_ppgpPgJshq7ppg_debt_dataPPGZEMm34rNp2_ppG9c86