datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
bybit-linear-perps-avaxusdtav_aloha_sim_slot_insertionThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"total_episodes": 100,
"total_frames": 17741,
"total_tasks": 1,
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"fps": 25,
"splits": {
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},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/iantc104/av_aloha_sim_slot_insertion.GreenHyperSpectra
🌱 GreenHyperSpectra: A multi-source hyperspectral dataset for global vegetation trait prediction 🌱
GreenHySpectra is a collection of hyperspectral reflectance data of vegetation from different sources. It is intended for Regression machine learning task for plant trait prediction with self and semi-supervised learning.
Spatial coverage
📁 Configurations
1. GreenHyperSpectra: Unlabeled set
Files: all CSVs under unlabeled/… See the full description on the dataset page: https://huggingface.co/datasets/Avatarr05/GreenHyperSpectra.Avazu_x1
Avazu_x1
Dataset description:
This dataset contains about 10 days of labeled click-through data on mobile advertisements. It has 22 feature fields including user features and advertisement attributes. The preprocessed data are randomly split into 7:1:2* as the training set, validation set, and test set, respectively.
The dataset statistics are summarized as follows:
Dataset
Total
#Train
#Validation
#Test
Avazu_x1
40,428,967
28,300,276
4,042,897
8,085,794
Source:… See the full description on the dataset page: https://huggingface.co/datasets/reczoo/Avazu_x1.av_aloha_sim_thread_needleThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"robot_type": null,
"total_episodes": 200,
"total_frames": 50000,
"total_tasks": 1,
"total_videos": 1200,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 25,
"splits": {
"train": "0:200"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/iantc104/av_aloha_sim_thread_needle.av_aloha_sim_hook_packageThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"total_episodes": 5,
"total_frames": 1194,
"total_tasks": 1,
"total_videos": 30,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 25,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/iantc104/av_aloha_sim_hook_package.av_aloha_sim_peg_insertionThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
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"robot_type": null,
"total_episodes": 100,
"total_frames": 21183,
"total_tasks": 1,
"total_videos": 600,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 25,
"splits": {
"train": "0:100"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/iantc104/av_aloha_sim_peg_insertion.Avazu_x4
Avazu_x4
Dataset description:
This dataset contains about 10 days of labeled click-through data on mobile advertisements. It has 22 feature fields including user features and advertisement attributes. Following the same setting with the AutoInt work, we split the data randomly into 8:1:1 as the training set, validation set, and test set, respectively.
The dataset statistics are summarized as follows:
Dataset
Total
#Train
#Validation
#Test
Avazu_x4
40,428,967
32,343,172… See the full description on the dataset page: https://huggingface.co/datasets/reczoo/Avazu_x4.Avazu_x2
Avazu_x2
Dataset description:
This dataset contains about 10 days of labeled click-through data on mobile advertisements. It has 22 feature fields including user features and advertisement attributes. Following the same setting in the AutoGroup work, we randomly split 80% of the data for training and validation, and the remaining 20% for testing, respectively. For all categorical fields, we filter infrequent features by setting the threshold min_category_count=20 and replace them… See the full description on the dataset page: https://huggingface.co/datasets/reczoo/Avazu_x2.av_aloha_sim_cube_transferThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"robot_type": null,
"total_episodes": 200,
"total_frames": 30000,
"total_tasks": 1,
"total_videos": 1200,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 25,
"splits": {
"train": "0:200"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/iantc104/av_aloha_sim_cube_transfer.av_aloha_sim_pour_test_tubeThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
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"robot_type": null,
"total_episodes": 20,
"total_frames": 5990,
"total_tasks": 1,
"total_videos": 120,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 25,
"splits": {
"train": "0:20"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/iantc104/av_aloha_sim_pour_test_tube.av_aloha_sim_pour_test_tube_v0This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
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"robot_type": null,
"total_episodes": 50,
"total_frames": 17550,
"total_tasks": 1,
"total_videos": 300,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 25,
"splits": {
"train": "0:50"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/iantc104/av_aloha_sim_pour_test_tube_v0.av_aloha_real_slide_ziplock_v21This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
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"robot_type": "unknown",
"total_episodes": 50,
"total_frames": 24849,
"total_tasks": 1,
"total_videos": 300,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 33,
"splits": {
"train": "0:50"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/iantc104/av_aloha_real_slide_ziplock_v21.av_aloha_sim_peg_insertion_v0This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"robot_type": null,
"total_episodes": 50,
"total_frames": 15000,
"total_tasks": 1,
"total_videos": 300,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 25,
"splits": {
"train": "0:50"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/iantc104/av_aloha_sim_peg_insertion_v0.import-export-country-availability-v1
Global Import-Export Country Availability (1995-2024)
Dataset coverage and release
Coverage: 1995-2024 annual observations where available
Release version: 1.0.0
Stable repository identifier: yugalinks/import-export-country-availability-v1
Data format: Parquet
Zenodo archive: 10.5281/zenodo.22886780
License and use
Provider terms apply. Yugalinks prepares these files for analysis but does not relicense the underlying OECD observations or any CEPII… See the full description on the dataset page: https://huggingface.co/datasets/yugalinks/import-export-country-availability-v1.avaDist_Uncertainty
Dist_Uncertainty – Hyperspectral Case Studies for Plant Trait Uncertainty Assessment
Dataset Description
This dataset contains hyperspectral remote sensing imagery and associated land cover labels used as out-of-domain (OOD) test cases for evaluating uncertainty estimation methods in deep learning-based plant trait retrievals. It accompanies the paper by Cherif et al. (2025, Biogeosciences) and supports the evaluation of a distance-based uncertainty method (Dis_UN)… See the full description on the dataset page: https://huggingface.co/datasets/Avatarr05/Dist_Uncertainty.av_aloha_sim_color_cubesThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
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"robot_type": null,
"total_episodes": 35,
"total_frames": 4506,
"total_tasks": 1,
"total_videos": 210,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 25,
"splits": {
"train": "0:35"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/iantc104/av_aloha_sim_color_cubes.so101_rgb_cube_300_task2This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 301,
"total_frames": 91134,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:301"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/avanturist/so101_rgb_cube_300_task2.fullnovalidso101_blue_cube_100_task1This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"robot_type": "so101_follower",
"total_episodes": 101,
"total_frames": 29665,
"total_tasks": 1,
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"data_files_size_in_mb": 100,
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"fps": 30,
"splits": {
"train": "0:101"
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/avanturist/so101_blue_cube_100_task1.avalanche-tick-level-trade-data-free-sample
Avalanche Tick-Level Trade Data — Free 1-Week Sample
Free sample of tick-level trade data for AVAX/USDT, covering September 29 – October 6, 2025.
This is a 1-week excerpt from a fully audited historical dataset, part of The Glitch List — a data engineering lab based in Barcelona producing institutional-grade crypto trade datasets.
Dataset Summary
Rows in this sample: 2,307,394 (verified)
Format: Apache Parquet (ZSTD compressed)
Period: September… See the full description on the dataset page: https://huggingface.co/datasets/jalvart/avalanche-tick-level-trade-data-free-sample.so101_rgb_cube_300_task3_part_5_of_6This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"total_episodes": 51,
"total_frames": 17375,
"total_tasks": 1,
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"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:51"
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/avanturist/so101_rgb_cube_300_task3_part_5_of_6.so101_rgb_cube_300_task3_part_1_of_6This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"total_episodes": 52,
"total_frames": 25725,
"total_tasks": 1,
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"data_files_size_in_mb": 100,
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"fps": 30,
"splits": {
"train": "0:52"
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/avanturist/so101_rgb_cube_300_task3_part_1_of_6.so101_rgb_cube_300_task3_part_2_of_6This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"robot_type": "so101_follower",
"total_episodes": 51,
"total_frames": 19575,
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"data_files_size_in_mb": 100,
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"fps": 30,
"splits": {
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/avanturist/so101_rgb_cube_300_task3_part_2_of_6.so101_rgb_cube_300_task3_part_6_of_6This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"total_episodes": 51,
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"fps": 30,
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/avanturist/so101_rgb_cube_300_task3_part_6_of_6.so101_red_cube_100_task1This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"robot_type": "so101_follower",
"total_episodes": 100,
"total_frames": 32941,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:100"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/avanturist/so101_red_cube_100_task1.aura_qa
Affect-Uniform ReAding QA (AURA-QA),
This dataset contains short passages from English texts found in Project Gutenberg paired with question–answer examples and emotion labels. The dataset is designed to support research in emotion-aware reading comprehension. Answers are constrained to 1–3 tokens and are generated and verified by large language models.
Dataset Structure
text — Passage excerpt
question — Question about the passage
answer — Short answer (1–3 tokens)… See the full description on the dataset page: https://huggingface.co/datasets/avalab/aura_qa.supramas-data-availability
SupraMAS Data Availability Package
This package contains the data files prepared for the manuscript:
Mechanism-informed closed-loop on-demand design of high-temperature superconducting coated conductors
Package Contents
source_data/
Machine-readable source data for the main manuscript tables, experimental figures and experimental summaries.
source_data/main_tables/growth_parameters.csv: growth and annealing parameters reported in the main manuscript.… See the full description on the dataset page: https://huggingface.co/datasets/cuichaowei/supramas-data-availability.wnli-es