reciprocity

An attempt at a simple implementation of the ORCA algorithm 🤖💢🤖📋

Allows to reproduce the figures and the appendix of the paper "Correctly Modeling TX and RX Chain in (Distributed) Massive MIMO - New Fundamental Insights on Coherency"

Replication materials for "The Relational Bases of Informal Financial Cooperation" (Simpson, In Prep.)

A reciprocity-based testing network for indie founders and startup builders.

(PyTorch) Deep-learning based ocean bottom seismic wavefield recovery by Siahkoohi, A., Kumar, R., and Herrmann, F.J.

A reciprocity agreement is a new model of peer-to-peer contract that incorporates the free expression of the parties, as well as their formal commitments. It is born of a need in collaborative environments to bring order to informal and contributory relationships as well as bring chaos to formal and commercial relationships.

The study delves into the dynamics of human communication within various social settings, from intimate groups to global online platforms, focusing on the reciprocal exchange of information as a cornerstone for social stability, cohesion, and cooperation.

Replication package for 'Newcomers Help Most After Being Helped, Veterans Do Not: Evidence from Stack Overflow' (Computers in Human Behavior). Data pipeline, propensity-score matching, matched difference-in-differences Cox models, and all paper tables and figures.

(TensorFlow) Deep-learning based ocean bottom seismic wavefield recovery by Siahkoohi, A., Kumar, R., and Herrmann, F.J.

Non‑commercial community platform for sharing homes, vehicles and local support outside short‑term rental markets.

An analysis of the Stanford Wikipedia Admin voting dataset for any key players, reciprocity and peer effects.

Public, zero-cost distributed LLM inference on commodity hardware. Model-aware pools, P2P mesh (Iroh), Ed25519 reciprocity, hash-pinned model allowlist. Reference cluster: Qwen 2.5 on a 2011 no-GPU CPU.

Analysis Plan

Generally the state you work in taxes the income and the state you live in taxes it too, then credits you for what you already paid — unless a reciprocity agreement says otherwise.

Community Hours and Joyful Responsible Abundance: a community invitation from Minjerribah to Australia and Oceania, connecting voluntary contribution, personal intelligence and shared capability.

Doctrine du Réciprocalisme Civique Algorithmique. Un nouveau pacte commercial fondé sur la réciprocité automatisée, les tarifs miroirs et le droit computationnel pour un capitalisme de bien commun.

🍞 A reusable source-available licensing model balancing broad access, maintainer livelihoods, and dependable rights. 🤝 Clear terms for people who create, build on, and fund software.

A research-program prototype and forkable toolbox for asking whether an information practice can increase a person's control over their attention without also increasing their exposure or extractability.