Rohit Garud's Projects
Active learning for systematic reviews
Tool to preprocess datasets for ASReview
ASReview Classifer Model Extension with ensemble classifiers
Feature extraction method for ASReview based on weighted sum of FastText word embeddings
workflow generator for simulation studies using the command line interface of ASReview LAB
Extension for ASReview Lab for exporting notes from GUI to dataset csv file
Extension for ASReview Lab for postprocessing the output of Screening
An extension for ASReview Lab to preprocess the dataset before importing in ASReview
Classifier for ASReview Lab based on feature vectors and similarity metrics
Collection of different document embedding techniques using various NLP libraries
Low code web framework for real world applications, in Python and Javascript
An archive of data (text) preprocessing tools for NLP
An archive of keyword extraction methods in NLP
An archive of similarity metrics used in NLP
A tutorial on entity resolution (record linkage or de-duplication)
Sentence embedding using Smooth Inverse Frequency weighting scheme
The repository aims to create an overview and comparison of software used for systematically screening large amounts of textual data using machine learning.