Side Effects Python Packages

deeppurpose

A Deep Learning Toolkit for DTI, Drug Property, PPI, DDI, Protein Function Prediction (Bioinformatics)

capfence

Open-source authorization gateway for AI agent tool calls. Enforce allow, deny, and approval-required decisions before agents execute tools.

import-effects

See what Python does when you import.

shadowaudit

Open-source authorization gateway for AI agent tool calls. Enforce allow, deny, and approval-required decisions before agents execute tools.

eff

Python library to work with algebraic effects

pytest-sideeffects

Find out which real files your test suite writes to - including from subprocesses your other guards cannot see

bio2bel-sider

A Bio2BEL package for the Side Effect Resource (SIDER; http://sideeffects.embl.de/)