Research Framework Python Packages

ace-experiment-framework

Contract and claim-boundary tooling for empirical AI-system experiments. Turns retained evidence into falsifiable, condition-specific decisions.

spectramr

Multi-paradigm PyTorch framework for MRI reconstruction and generative modelling: GAN, diffusion, VAE, flow, Mamba/SSM and physics-driven paradigms behind one audited, frozen-config training interface.

chatcortex

Multi-objective architecture search for non-hardcoded agent pipelines

rainforest-lab

Honest multi-agent research framework — skill, Python engine, MCP product.

torchsenti

Sentiment Analysis Framework for Researcher with Pytorch

rexf

A lightweight Python library for reproducible computational experiments with an ultra-simple, smart API. From idea to insight in under 5 minutes, with zero configuration.