datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
marrs-global-coral-reef-soundscapesThis version of the dataset has been parsed into Parquet format for easy access and experimentation.
Raw: 1 min Audio clips collected from coral reef restoration sites around the world.
Detections: 5 second clips of detected sonotypes extracted via human-in-the-loop Agile modelling as described in: Williams et al. (2025) Evidence of ecosystem process recovery across a large-scale coral reef restoration programme using AI accelerated soundscape analysis… See the full description on the dataset page: https://huggingface.co/datasets/bens-bots/marrs-global-coral-reef-soundscapes.Reefknot
Reefknot
Comprehensive benchmark for evaluating relation hallucination in MLLMs. 21,560 samples across 3 evaluation formats, 11,084 unique Visual Genome images.
Fields
Field
Description
image
Visual Genome image
image_id
VG image identifier
query_prompt
Question about object relations
label
Ground truth answer
type
Question type (Yes/No, Multichoice, VQA)
relation_type
Relation category (perception/cognitive)
Configs
Config… See the full description on the dataset page: https://huggingface.co/datasets/MM-Hallu/Reefknot.ai-tfts-aims-reefscapes-satellite-segmentation
Dataset Card for "ts-aims-reefscapes-satellite-segmentation"
More Information needed
reefscape-dataReefSense-Databaseasia-owid-endemic-reef-forming-coral-species
Endemic Reef Forming Coral Species | Asia (Our World in Data)
🌏 49 observations · 49 Asia countries · 2025–2025 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 49 observations of Endemic Reef Forming Coral Species data across 49 Asia countries, spanning 2025–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Endemic Reef Forming Coral Species
Geographic coverage… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-endemic-reef-forming-coral-species.maritime-reefer-temperature-power-event-coherence-risk-v0.1What this repo is for
Detect spoilage risk before the claim arrives.
You use it to flag
power instability driving excursions
slow alarm response creating compounding risk
temperature drift without clear power events
dwell exposure amplifying small failures
Why it matters
Reefer claims are expensive.
They also damage relationships fast.
elsa-frozen-expandedelsa-frozen-testafrica-owid-endemic-reef-forming-coral-species
Endemic Reef Forming Coral Species | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-endemic-reef-forming-coral-species.europe-owid-endemic-reef-forming-coral-species
Endemic Reef Forming Coral Species | Europe (Our World in Data)
🇪🇺 44 observations · 44 Europe countries · 2025–2025 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 44 observations of Endemic Reef Forming Coral Species data across 44 Europe countries, spanning 2025–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Endemic Reef Forming Coral Species
Geographic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-endemic-reef-forming-coral-species.reefsense-coral-sensor-datareeferelsa-frozen-datasetReefer
🌿 GanjaGuru AI – Full Stack Browser-Based Budtender
GanjaGuru is a futuristic cannabis concierge powered by AI, built for the web and floating in the cloud. With voice-first interaction, AR/VR hooks, floating UI, and remote LLM power, it’s your anti-gravity gateway to the cannabis metaverse.
🌀 1. Project Overview
Name: GanjaGuru
Mission: A digital AI-powered budtender that feels like a chill oracle in a floating web dimension.
Features: Voice control, browser-only… See the full description on the dataset page: https://huggingface.co/datasets/ganjaguru/Reefer.readme_2
Assignment 2: Classification, Regression & Clustering
Student Name: Reef Zehavi
Date: November 23, 2025
1. Overview
In this assignment, I applied various Machine Learning techniques to predict corporate bankruptcy using the 'US Company Bankruptcy Prediction' dataset.
The project is divided into three parts:
Classification: Predicting whether a company will go bankrupt (Binary Target).
Regression: Predicting the Net Income (Continuous Target).
Clustering: Grouping… See the full description on the dataset page: https://huggingface.co/datasets/reefzehavi/readme_2.