Data Science for Psychology: A Book
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Updated
May 30, 2024 - HTML
Data Science for Psychology: A Book
Spring 2023 graduation thesis for mathematical engineering program of Istanbul Technical University
MatNexus is an end-to-end software for the automated collection and analysis of scientific articles' text, streamlining literature retrieval and offering powerful visualization and machine learning capabilities for material science research.Scientific literature processing for Materials Science
Tag semantic-driven search engine for DLsite. Demo: https://dlfilter.moe
In this project, my colleague Catherine Lee (Rutgers) and I employ computational text analysis to examine quantitative trends in the use of diversity terms, OMB/Census terms, and other population labels in a sample of 2.6+ million biomedical abstracts spanning the last 30 years.
Public release of data and code for materials synthesis generation
Intent classification is the automatic categorization of text data based on customer goals. It is known to be a complex problem in NLP. Sequence Labelling aims to classify each token (word) in a class space C. This project addresses these two problem statements by covering the basic concepts of NLP to advanced ones. For instance, linguistics ana…
Real time application of Sentiment Analysis on Movie Reviews. A Machine Learning Flask App hosted on Heroku and created on Google Colab. https://swetakesurnlp-playground.herokuapp.com
A set of tools for leveraging pre-trained embeddings, active learning and model explainability for effecient document classification
University of Utah—MKTG 6640: Text Analytics | Taken: Summer 2020
University of Utah—MKTG 6600: Business Algorithms | Taken: Fall 2020
A simple web app that uses a trained sequential neural net to predict the rating of a hotel review.
Analysis and Visualizations for COVID-19 Bing search engine queries + Classifier pipeline for predicting country based on search query.
Repository for R Markdown Notebook containing codes for the paper "vector space models and the usage patterns of Indonesian denominal verbs" (published in NUSA)
This repository is an effort to showcase different text classification approaches on a consumer complaints dataset.
Setup https://github.com/hanxiao/bert-as-service in a minute.
Image Captioning using Neural Networks
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