asreview

Active learning for Systematic Reviews.

Active learning for Systematic Reviews (ASReview) is a package for systematic reviews. It is designed to automate the step of screening titles and abstracts in a systematic review. It can be used for screening any type of text data, such as scientific papers, but also, e.g. legal documents or news articles. The package also includes rich simulation functionality, which can be used to evaluate the performance of the active learning model.

Classes

ActiveLearningCycle(querier[, classifier, ...])	Active learner cycle class.
ActiveLearningCycleData(querier, classifier, ...)
DataStore([fp, record_cls, read_only, conn_uri])	Data store to hold user input data.
Database([fp, record_cls, read_only])	Database containing the input data and results.
Project(project_path[, project_id])	Project class for ASReview project files.
Record(dataset_row, dataset_id, title, ...)
Simulate(X, labels, cycles[, stopper, ...])	ASReview simulation class.

Functions

extensions(group)	Get the extension class from an entry point.
get_extension(group, name)	Get the extension class from an entry point.
is_project(project_dir)	Check if the given path is a valid ASReview project.
load_dataset(name[, dataset_id, db, record_cls])	Load dataset from file, URL, or plugin.
load_extension(group, name)	Load the extension class from an entry point.
open_db(fp[, read_only])	Open a database.

Exceptions

ProjectError
ProjectNotFoundError

Modules

data
datasets
metrics	Performance metrics for activate learning results.
models