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psiz-datasets
Purpose
The OSF psiz-datasets
repository is the hosting home for human behavior data files and pre-trained models associated with the PsiZ ecosystem. Data files are hosted in a relatively unprocessed format to allow users flexibility and mimimal coupling with a particular programming framework. If requiring pre-formatted data, please see the psiz-datasets
python package (https://github.com/psiz-org/psiz-datasets), which will load the data as a TensorFlow tf.data.Dataset
object.
Getting Started
Please see the PsiZ documentation (https://psiz.readthedocs.io/en/latest/) for guidance on using the datasets.
Organization
Distinct datasets are organized into OSF components. Within each component there is at least one directory called data
, which contains the collected human behavior. The data
directory may contain multiple versions that map to package compatibility.
Old Versions
Previously, datasets were coupled with the PsiZ python package (https://github.com/roads/psiz). Begining in psiz v0.8.0, dasets were moved to a separate psiz-datasets
GitHub repository.
Data was previously hosted in the following format:
- The
obs.hdf5
file contains trials of human similarity judgments. This file may have a slightly different name (e.g.,obs-118.hdf5
). In this file, stimuli are recorded using unique IDs (not filenames). - The
catalog.hdf5
is primarily a mapping between stimuli IDs and file names.
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