pulse
Datasets
All datasets matching “pulse”ecg-logECGInstruct
ECGInstruct
Dataset for paper "Teach Multimodal LLMs to Comprehend Electrocardiographic Images".
🌐 Project Page: https://aimedlab.github.io/PULSE/
📄 Paper: https://arxiv.org/abs/2410.19008
🧑💻 Code: https://github.com/AIMedLab/PULSE
🤗 Model: https://huggingface.co/PULSE-ECG/PULSE-7B
⚖️ ECGBench: https://huggingface.co/datasets/PULSE-ECG/ECGBench
Introduction
ECGInstruct is a comprehensive and large-scale instruction-tuning dataset designed for ECG image… See the full description on the dataset page: https://huggingface.co/datasets/PULSE-ECG/ECGInstruct.PulseLM
PulseLM: A Foundation Dataset and Benchmark for PPG-Text Learning
Usage
from datasets import load_dataset, get_dataset_config_names, concatenate_datasets # datasets==4.5.0
dataset_names = get_dataset_config_names("Manhph2211/PulseLM")
print(f"Available datasets: {dataset_names}")
train_splits = [
load_dataset("Manhph2211/PulseLM", name, split="train").select_columns(["signal", "text", "qa"])
for name in dataset_names
]
combined =… See the full description on the dataset page: https://huggingface.co/datasets/Manhph2211/PulseLM.pulsefeed-x402-security
PulseFeed — x402 Agent-Payment Security & Trust (open data)
Independent, daily-updated trust & safety data for the x402 agent-payment economy (HTTP 402 + stablecoins on Base) and the MCP server ecosystem — by PulseFeed.
AI agents increasingly pay for APIs autonomously over x402 and connect to MCP servers that can run code on install. But 20% of listed x402 endpoints are dead or invalid, and "live" is not the same claim as "payable": of 25079 endpoints that return a valid 402… See the full description on the dataset page: https://huggingface.co/datasets/Nikolife/pulsefeed-x402-security.pulseedge-trading-ai-v5
PulseEdge Trading AI v5 — categorized lake
Private snapshot of the Hetzner storage box, split by data type.
v4 put packed tables at the repo root and everything else under a flat archives/ dump.
v5 keeps the same research lake but files live in typed folders.
Research use only. Not investment advice. Equities/ETFs only. No crypto.
Categories
Folder
What is in it
ohlcv/packed/
Combined Yahoo bars (1d/1h/15m/5m/1m) plus train/holdout splits
ohlcv/yahoo/… See the full description on the dataset page: https://huggingface.co/datasets/NickTheCoolst/pulseedge-trading-ai-v5.pulseedge-trading-ai-v2
PulseEdge Trading AI v2
Broader follow-up to NickTheCoolst/pulseedge-trading-ai (v1).
Equities/ETFs only. No crypto. No raw ITCH. No SEC archives.
Research use only. Not investment advice. Survivorship bias in the liquidity universe.
Use purged walk-forward splits. Label columns leak the future by construction.
What is new vs v1
v1
v2
Liquidity bar
$250k, 2y, $2
$80k, 1y, $1
Daily features (filtered)
24.1M / 6,896
25.6M / 7,505
Daily features (full… See the full description on the dataset page: https://huggingface.co/datasets/NickTheCoolst/pulseedge-trading-ai-v2.