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galactic / public / src / apps / cli / framework / io / data
BSD 3-Clause "New" or "Revised" LicenseGALACTIC framework io data plugin
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galactic / public / src / apps / cli / framework / core
BSD 3-Clause "New" or "Revised" LicenseGALACTIC core framework
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ClimaBat experimental mockup - scaled-down street canyons in real-life climatic conditions
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Thèse Guillaume Bernard / Jeux de données / dataset_manipulation_tools / synthesise_ocr_and_segmentation_errors_in_texts
GNU General Public License v3.0 or laterThis software enables to damage texts written in any natural language by applying OCR degradation (phantom characters, character degradation, etc.) and by over-segmenting texts (this means splitting regularly the texts in equal parts).
This is useful to reproduce common errors found in historical documents when historical data is missing.
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Thèse Guillaume Bernard / Jeux de données / dataset_manipulation_tools / compute_tf_idf_weights
GNU General Public License v3.0 or laterThis software is used to compute TF IDF weighting from texts that are based on the document_tracking_resources format. Vectors and weightings are computed thanks to a resource file that contains a representation of the language used in the same context as the text to weight (news features to weight texts published in the news).
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Thèse Guillaume Bernard / Jeux de données / dataset_manipulation_tools / compute_dense_vectors
GNU General Public License v3.0 or laterThis software is used to compute dense vectorisations (sentence embeddings) of sequences of sentences of natural text. It is able to handle multilingual documents until the model used is a multilingual one. This relies on the S-BERT architecture, software and models (https://www.sbert.net/). It computes dense vector representations for tokens, lemmas, entities, etc. of your datasets.
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Thèse Guillaume Bernard / Développement / from documents to events / document_processing
GNU General Public License v3.0 or laterProcess documents in order to extract tokens, lemmas and named entities from texts. This software depends on spaCy (https://spacy.io/) in order to extract text features and recognise the inner elements.
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galactic / public / src / io / data / yaml
BSD 3-Clause "New" or "Revised" LicenseA yaml data reader for GALACTIC
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galactic / public / src / io / data / toml
BSD 3-Clause "New" or "Revised" LicenseA toml data reader for GALACTIC.
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galactic / public / src / io / data / json
BSD 3-Clause "New" or "Revised" LicenseA JSON data reader for GALACTIC
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Thèse Guillaume Bernard / Développement / from documents to events / documents_tracking_resources
GNU General Public License v3.0 or laterResources and Python API to manipulate datasets of news documents. It manipulates data in the .pickle format with the help of pandas and numpy. It can perform operations on the datasets.
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