algorithms

Algorithms for remote processing of data.

Federated algorithm plugins can also be imported from this package.

Module

bitfount.federated.algorithms.base - Base classes for all algorithms.
bitfount.federated.algorithms.csv_report_algorithm - Algorithm for outputting results to CSV on the pod-side.
bitfount.federated.algorithms.ehr - Algorithms for Electronic Health Records (EHR) data.
bitfount.federated.algorithms.filtering_algorithm - Algorithm for filtering data records based on configurable strategies.
bitfount.federated.algorithms.hugging_face_algorithms - Algorithms for remote Hugging Face models.
bitfount.federated.algorithms.model_algorithms - Algorithms for remote/federated model training on data.
bitfount.federated.algorithms.private_sql_query - Private SQL query algorithm.
bitfount.federated.algorithms.s3_upload_algorithm - Algorithm for uploading documents to an AWS S3 bucket.
bitfount.federated.algorithms.sql_query - SQL query algorithm.