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Dataset

103 projects

Showing 36 of 103 projects

PrimeKG
PrimeKGJupyter Notebook

A biomedical knowledge graph integrating 20 resources to describe 17,080 diseases with over 4 million relationships across ten biological scales.

#biomedical-data#disease-modeling#therapeutics
Stars836
Forks162
Last commit3 months ago
Awesome Scene Understanding
Awesome Scene Understanding

A curated list of research papers and resources for scene understanding in computer vision, covering 3D reconstruction, layout estimation, and primitive detection.

#layout-estimation#geometric-reasoning#research-papers
Stars823
Forks96
Last commit1 year ago
tech.ml.dataset
tech.ml.datasetClojure

A high-performance, functional tabular data processing library for Clojure, similar to Python's Pandas or R's data.table.

#etl-pipeline#functional-programming#high-performance
Stars763
Forks34
Last commit21 days ago
dataset-serialize
dataset-serializePascal

A Delphi and Lazarus (FPC) library for bidirectional conversion between JSON and DataSets, including validation and structure management.

#dataset-serialize#import#child-dataset
Stars746
Forks183
Last commit2 months ago
TAPE (Tasks Assessing Protein Embeddings)
TAPE (Tasks Assessing Protein Embeddings)Python

A benchmark for evaluating protein language models through five biologically relevant semi-supervised learning tasks.

#protein-structure#deep-learning#language-model
Stars745
Forks134
Last commit
datalad
dataladPython

A decentralized data management system built on Git and git-annex for versioning and distributing large datasets.

#neuroscience#version-control#data-storage
Stars669
Forks130
Last commit2 days ago
dataset-api
dataset-apiJupyter Notebook

A toolkit and dataset for autonomous driving research, including trajectory prediction, 3D LiDAR detection, scene parsing, and video inpainting.

#lidar#autonomous-driving#research-toolkit
Stars621
Forks142
Last commit6 months ago
The Schema-Guided Dialogue Dataset
The Schema-Guided Dialogue DatasetPython

A large-scale multi-domain dataset of over 20k annotated task-oriented dialogues for training and evaluating virtual assistants.

#zero-shot-learning#dialogue-dataset#nlp-research
Stars608
Forks136
Last commit
StarData
StarDataPython

A large-scale StarCraft: Brood War replay dataset for AI research, containing 65,646 games with frame and action data.

#game-ai#starcraft-ai#torchcraft
Stars576
Forks74
Last commit5 years ago
DDAD
DDADPython

A benchmark dataset for long-range (up to 250m) dense depth estimation in autonomous driving, featuring 360° LiDAR ground truth.

#lidar#monocular-vision#autonomous-driving
Stars561
Forks54
Last commit5 years ago
German NLP resources
German NLP resources

A curated list of open-access resources and tools for Natural Language Processing (NLP) focused on the German language.

#german-language#computational-linguistics#language-resources
Stars537
Forks67
Last commit17 days ago
NarrativeQA
NarrativeQAShell

A reading comprehension dataset with Wikipedia summaries, full stories, and question-answer pairs for narrative understanding.

#narrative-understanding#text-analysis#deep-learning
Stars521
Forks70
Last commit6 years ago
awesome-robotics-datasets
awesome-robotics-datasets

A curated collection of robotics and computer vision datasets for research and development.

#robotics#autonomous-driving#research-tools
Stars520
Forks55
Last commit5 years ago
DNABERT-2
DNABERT-2Shell

A foundation model for multi-species genome understanding, achieving state-of-the-art performance on 28 genomic tasks.

#transformer#promoter#dna-processing
Stars518
Forks103
Last commit9 months ago
Empirical Software Engineering
Empirical Software Engineering

A curated collection of data sets and tools for empirical software engineering and mining software repositories research.

#ghtorrent#evidence-based-research#software-metrics
Stars496
Forks73
Last commit4 months ago
Toxy
ToxyC#

A .NET framework for extracting and exporting text and data from a wide variety of document formats.

#text-extraction#fileformats#office-documents
Stars464
Forks113
Last commit1 day ago
RFUAV
RFUAVPython

A benchmark dataset and toolkit for RF-based drone detection and identification using raw IQ data and deep learning models.

#fft-analysis#uav-detection#deep-learning
Stars457
Forks75
Last commit2 months ago
spark-fast-tests
spark-fast-testsScala

A fast Apache Spark testing helper library with beautifully formatted error messages for Scala applications.

#apache-spark#spark#unit-testing
Stars455
Forks77
Last commit6 months ago
se(3)-TrackNet
se(3)-TrackNetPython

A neural network for real-time 6D object pose tracking in video using RGB-D data, trained only on synthetic images.

#robotics#pose-estimation#manipulation
Stars424
Forks67
Last commit3 years ago
Awesome Deep HDR
Awesome Deep HDR

A curated list of deep learning research papers and implementations for high dynamic range image and video synthesis.

#video-processing#research-papers#deep-learning
Stars419
Forks49
Last commit2 years ago
FakeNewsCorpus
FakeNewsCorpus

A dataset of millions of news articles labeled by credibility type for training fake news detection algorithms.

#database#data-scraping#text-corpus
Stars412
Forks96
Last commit6 years ago
Tablecloth
TableclothClojure

A Clojure dataset manipulation library providing a dplyr-like API on top of tech.ml.dataset.

#columnar-data#dataframe#dataset-api
Stars369
Forks29
Last commit12 hours ago
AgML
AgMLPython

A centralized Python framework for agricultural machine learning, providing access to public datasets, benchmarks, pretrained models, and synthetic data generation.

#dataset-management#deep-learning#synthetic-data
Stars350
Forks54
Last commit1 day ago
Public Git Archive
Public Git ArchiveJupyter Notebook

A collection of large-scale datasets for source code analysis and machine learning on code, including GitHub repositories, identifiers, and commit data.

#software-engineering-research#code-identifiers#docker-metadata
Stars348
Forks82
Last commit
GitHub repository
GitHub repositoryC++

A ROS-based dataset and tools for autonomous vehicle development with seasonal multi-sensor data from Ford vehicles.

#lidar#robotics#sensor-fusion
Stars310
Forks70
Last commit3 years ago
pandaset-devkit
pandaset-devkitJupyter Notebook

A Python devkit for loading, exploring, and manipulating the PandaSet, a large-scale autonomous driving dataset with LiDAR, camera, and annotations.

#lidar#autonomous-driving#sensor-fusion
Stars281
Forks75
Last commit3 years ago
netCDF
netCDFFortran

Fortran application interfaces for accessing netCDF scientific data files, providing self-describing, network-transparent data storage.

#hacktoberfest#scientific-computing#f77-f90-api
Stars271
Forks107
Last commit1 month ago
PASS: An An ImageNet replacement for self-supervised pretraining without humans
PASS: An An ImageNet replacement for self-supervised pretraining without humansPython

A large-scale image dataset for self-supervised pretraining without humans, designed to reduce privacy concerns.

#imagenet-alternative#self-supervised-learning#pretrained-models
Stars270
Forks17
Last commit
Fire Detection UAV
Fire Detection UAVPython

FLAME dataset and deep learning models for fire detection in aerial imagery using UAVs, supporting classification and segmentation tasks.

#fire-detection#aerial-imagery#uav
Stars261
Forks69
Last commit
NewsQA
NewsQAPython

Tools for compiling and using the Maluuba NewsQA dataset, a machine reading comprehension dataset based on CNN articles.

#question-answering#python#reading-comprehension
Stars257
Forks57
Last commit3 years ago
utbm_robocar_dataset
utbm_robocar_datasetC++

A long-term autonomous driving dataset from Europe with multi-sensor data (GPS-RTK, LiDAR, cameras, IMU) for localization and mapping research.

#lidar#robotics#long-term-autonomy
Stars248
Forks36
Last commit2 years ago
CropHarvest
CropHarvestJupyter Notebook

An open-source remote sensing dataset and pipeline for agricultural land use classification, featuring 95,186 datapoints with satellite and climatology data.

#python-library#geospatial#crop-classification
Stars246
Forks59
Last commit
Awesome LiDAR Place Recognition
Awesome LiDAR Place Recognition

A curated collection of LiDAR place recognition methods, datasets, and algorithms for robotics and autonomous systems.

#lidar#robotics#research-papers
Stars224
Forks8
Last commit2 years ago
vue-dataset
vue-datasetJavaScript

A set of Vue.js 3 components for displaying datasets with built-in filtering, pagination, and sorting.

#vue-datatables#sorting#datagrid
Stars222
Forks24
Last commit11 months ago
DBNet
DBNetPython

A large-scale driving behavior dataset with LiDAR point clouds, dashboard videos, and sensor data for autonomous driving research.

#lidar#autonomous-driving#sensor-fusion
Stars220
Forks48
Last commit7 years ago
MSDA
MSDAPython

A benchmark dataset and meta self-learning method for multi-source domain adaptation in scene text recognition.

#self-learning#iccv2021#deep-learning
Stars204
Forks5
Last commit1 year ago
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