Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
31
datasets available to search
ShareScore release 0.9.0
Dataset results
31 results for “Normalizing Flows”
Datasets and Trained Models of the paper: The NFLikelihood: an unsupervised DNNLikelihood from Normalizing Flows
<p><strong>Training Data and Trained models corresponding to the publication: 'The NFLikelihood: an unsupervised DNNLikelihood from Normalizing Flows' (<a href="https://arxiv.org/abs/2309.09743">arXiv:2309.09743</a>).</strong></p> <p>The files cointain the relevant resources for 3 trained Likelihood functions: The Toy-Likelihood, the EW-Likelihood and the Flavor-Likelihood. In each corresponding directory, the training data is found in \data. The trained model and generated samples are found in \NFmodel.</p> <p>To reproduce the published results, git clone https://github.com/NF4HEP/NFLikelihoods, and plug in the provided resources in the corresponding directories of the code.</p> <p> </p> <p> </p>
Data and movies for "Flow of the normal component of He II about bluff objects as recorded by 〖He〗_2^* excimers"
<p>The directory is subdivided for the cylinder and flat plate bluff objects. Each subdirectory is further subdivided into data and movie subdirectories.</p> <p>"Data" consists of raw data collected from the camera. In the data directory is a listing of the filename with the power applied to the heater. Filenames of background data are also listed. </p> <p>"Movie" consists of frames integrated over 0.5 second intervals (28 frames). The movies include only excimer peaks for which the intensity of the peak is >3 sigma (~45). Where sigma is the standard deviation of the per frame background.</p> <p>A basic Jupiter Notebook is included in the top-level directory. This notebook (and the python code used by the notebook) will allow a user to upload a data file and a background file, subtract the background and place the net result into a NumPy array with dimensions of 256 x 256 x 1500, which represent the 2 directions in position and time in seconds.</p>
Data products associated with "Probabilistic Forward Modeling of Galaxy Catalogs with Normalizing Flows"
<p>These are the data products associated with "Probabilistic Forward Modeling of Galaxy Catalogs with Normalizing Flows" by J. F. Crenshaw, et. al. This includes the input catalog and the outputs of the workflow described here https://github.com/jfcrenshaw/pzflow-paper, as well as a gzip of the github repo.</p>
Generative Machine Learning for Detector Response Modeling with a Conditional Normalizing Flow
<p>The samples are datasets used for testing in the scenarios: baseline (corr0.hdf5), correlation of 0.5 (corr50.hdf5), correlation of 1.0 (corr100.hdf5), and asymmetric detector responses (asymmetric.hdf5). Each file contains the conditional variables, generated and simulated detector responses, and generated and simulated reconstruction-level variables. </p>
Effect of Alphagan on Retinal Blood Flow Autoregulation and Motion Detection in Patients With Normal Pressure Glaucoma
ClinicalTrials.gov study NCT01105065. IPD Sharing: NO. Countries: 1. Publications: 1.
Event Generation and Density Estimation with Surjective Normalizing Flows: Dataset
<p>The four-gluino and two-gluino data used in 2205.01697 .</p>
Data used for the Master Thesis "Multi Modal Generative Learning utilizing Normalizing Flows"
<p>Dataset needed to reproduce the Master Thesis "Multi Modal Generative Learning utilizing Normalizing Flows".</p> <p>It contains trained models and their evaluation results.</p> <p>For more details see the <a href="https://github.com/Jimmy2027/MMNF_RepSeP">github repository</a>.</p>
Predictive Value of Flow MRI in Normal Pressure Hydrocephalus Surgery
ClinicalTrials.gov study NCT01815775. IPD Sharing: Not stated. Countries: 1. Publications: 1.
The Effect of Blood Carboxyhemoglobin Levels on Total Antioxidant (Tas), Total Oxidant(Tos), Hypoxia Inducible Factor-1a (hif1a) During Low-flow and Normal-flow Anesthesia
ClinicalTrials.gov study NCT05661045. IPD Sharing: NO. Countries: 1. Publications: 2.
The Effects of Low Flow and Normal Flow Desflurane Anesthesia
ClinicalTrials.gov study NCT05414721. IPD Sharing: YES. Countries: 1. Publications: 3.
Comparison of Low Versus Normal Flow Anesthesia on Cerebral Oxygenation and Bispectral Index in Morbidly Obese Patients
ClinicalTrials.gov study NCT03438734. IPD Sharing: NO. Countries: 1. Publications: 3.
Normal Variability of Tidal Breathing Flow-volume Curves During Sleep in Healthy Children
ClinicalTrials.gov study NCT03785847. IPD Sharing: NO. Countries: 1. Publications: 5.
Dynamic flow on monitor during normal saline flushed
<p>Dynamic flow on monitor during normal saline flushed</p>
The Effects of Normalizing Blood Pressure on Cerebral Blood Flow in Hypotensive Individuals With Spinal Cord Injury
ClinicalTrials.gov study NCT02893553. IPD Sharing: UNDECIDED. Countries: 1. Publications: 0.
Single-cell RNA sequencing of normal, early glioblastoma, and late glioblastoma flow sorted by CD45
GEO Series GSE196175. Mus musculus. 2 samples. Type: Expression profiling by high throughput sequencing.
Comparison of Low and Normal Flow Anesthesia in Robotic Assisted Radical Prostatectomy
ClinicalTrials.gov study NCT05517551. IPD Sharing: UNDECIDED. Countries: 1. Publications: 0.
Circadian Variations in Ocular Blood Flow in Glaucomatous and Normal Eyes
ClinicalTrials.gov study NCT00707226. IPD Sharing: Not stated. Countries: 1. Publications: 0.
Qualitative and Quantitative Evaluation of Vascular Flows of Radial, Ulnar and Interdigital Arterial Trees Under Normal and Pathological Conditions by 3 Tesla MRI
ClinicalTrials.gov study NCT04257747. IPD Sharing: NO. Countries: 1. Publications: 0.
Optic Nerve Sheath Diameter in Low-flow and Normal-flow Rate Anesthesia
ClinicalTrials.gov study NCT05946200. IPD Sharing: NO. Countries: 1. Publications: 0.
İn This Study, Patients Undergoing Bariatric Surgery Will be Divided Into Two Groups. The Control Group Will Receive Normal-flow, While the Study Group Will Receive Low-flow Inhalational Anesthesia. T
ClinicalTrials.gov study NCT07041567. IPD Sharing: Not stated. Countries: 0. Publications: 0.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.