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2 results for “gensim”
A word2vec model file built from the French Wikipedia XML Dump using gensim.
<p>A word2vec model file built from the French Wikipedia XML dump using gensim. The data published here includes three model files (you need all three of them in the same folder) as well as the Python script used to build the model (for documentation). The Wikipedia dump was downloaded on October 7, 2016 from https://dumps.wikimedia.org/. Before building the model, plain text was extracted from the dump. The size of that dataset is about 500 million words or 3.6 GB of plain text. The principal parameters for building the model were the following: no lemmatization was performed, tokenization was done using the "\W" regular expression (any non-word character splits tokens), and the model was built with 500 dimensions.</p>
Spanish 3B words Word2Vec Embeddings [Update for gensim>4]
<p>This is the KeyedVectors of the gensim model created by Aitor Almeida and Aritz Bilbao, but compatible with Gensim>4 versions. </p> <p>The training and generation of these vectors are detailed in the <a href="https://github.com/aitoralmeida/spanish_word2vec">GitHub repository</a> and in the official <a href="https://zenodo.org/record/1410403">Zenodo</a>. </p> <p>Please, any kind of citation or mention should be made to its <a href="https://zenodo.org/record/1410403">original repository</a> since I am not the research scientist who originally generate this model and all the merit is theirs.</p> <p> </p> <p>To load this new version you should use:</p> <p><em>word_vectors = KeyedVectors.load_word2vec_format("complete.bin",binary=True)</em></p>
ScienceDex guides
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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.