Pinned Repositories
Co-Authorship-Network-Analysis
Complete network construction and analysis using Python. Includes: Preferential Attachment, Centrality Measures, Degree Distribution, and Rich-Club
Collocation-Analysis
Deep-Learning-on-Scientific-Discourses
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 information present in a discourse from a high level using deep learning
Dynamic-Word-Embeddings
A word2vec analysis that stitches together multiple models through Procrustes alignment along a time series. Enables diachronic analysis of words.
Natural-Language-Processing-with-TidyText
A pipeline of codes beginning with pre-processing a directory of texts and ending with basic topic models.
Scrape-Rxiv-Websites
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 phrase. All you need is to input the Rxiv search link and the number of pages you would like to scrape.scrape
clotoole's Repositories
clotoole/Deep-Learning-on-Scientific-Discourses
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 information present in a discourse from a high level using deep learning
clotoole/Dynamic-Word-Embeddings
A word2vec analysis that stitches together multiple models through Procrustes alignment along a time series. Enables diachronic analysis of words.
clotoole/Co-Authorship-Network-Analysis
Complete network construction and analysis using Python. Includes: Preferential Attachment, Centrality Measures, Degree Distribution, and Rich-Club
clotoole/Collocation-Analysis
clotoole/Natural-Language-Processing-with-TidyText
A pipeline of codes beginning with pre-processing a directory of texts and ending with basic topic models.
clotoole/Scrape-Rxiv-Websites
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 phrase. All you need is to input the Rxiv search link and the number of pages you would like to scrape.scrape