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  1. Deep-Learning-on-Scientific-Discourses Deep-Learning-on-Scientific-Discourses Public

    Taking a corpus of text-based documents, we can now run doc2vec, kmeans clustering, and topic models to learn about entire discourses in just a few minutes. This gives valuable insight into the inf…

    Jupyter Notebook 2 1

  2. Dynamic-Word-Embeddings Dynamic-Word-Embeddings Public

    A word2vec analysis that stitches together multiple models through Procrustes alignment along a time series. Enables diachronic analysis of words.

    Jupyter Notebook 1

  3. Collocation-Analysis Collocation-Analysis Public

    Python 2

  4. Co-Authorship-Network-Analysis Co-Authorship-Network-Analysis Public

    Complete network construction and analysis using Python. Includes: Preferential Attachment, Centrality Measures, Degree Distribution, and Rich-Club

    Jupyter Notebook

  5. Scrape-Rxiv-Websites Scrape-Rxiv-Websites Public

    Would you like to scrape the Rxiv websites? Including: BioRxiv, and aRxiv? Well now you can! Following the codes provided in order you can download full PDF preprints and metadata of any keyword ph…

    Python

  6. Natural-Language-Processing-with-TidyText Natural-Language-Processing-with-TidyText Public

    A pipeline of codes beginning with pre-processing a directory of texts and ending with basic topic models.

    R