Cognitive Science GitHub Repositories

🔥 Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems. hundreds of papers, frameworks, and implementation guides for LLMs and AI agents.

A foundational library for Semantic Hypergraphs

Vestige gives AI agents sharp memory: a local-first Rust MCP server that reaches backward through time to find the quiet change, decision, or service that caused today’s failure, not the lookalike.

🌳 AI-Powered Skill Tree for Lifelong Human Learning. 30+ skills from K-12 to career & social intelligence, built on cognitive science. | 人类养成记：AI 驱动的终身学习技能树

Code and data used to create the examples in "Evidence-based Software Engineering based on the publicly available data"

probmods 2: electric boogaloo

ERPLAB Toolbox is a free, open-source Matlab package for analyzing ERP data. It is tightly integrated with EEGLAB Toolbox, extending EEGLAB’s capabilities to provide robust, industrial-strength tools for ERP processing, visualization, and analysis. A graphical user interface makes it easy for beginners to learn, and Matlab scripting provides enormous power for intermediate and advanced users.

A library for neuroscience-inspired navigation and decision making research.

NGC-Learn: Computational Neuroscience and NeuroAI in Python

Python package for extracting representations from state-of-the-art computer vision models

A probabilistic programming language for metacognitive modeling

:snowflake: :whale: Awesome tools and libs for AI, Deep Learning, Machine Learning, Computer Vision, Data Science, Data Analytics and Cognitive Computing that are baked in the oven to be Native on Kubernetes and Docker with Python, R, Scala, Java, C#, Go, Julia, C++ etc

Workshop on basic machine learning, computational modeling, psychophysics, basic data analysis and experiment design

Platform-independent lightweight Python library for designing and conducting timing-critical behavioural and neuroimaging experiments

CVPR 2022: Cross-Modal Perceptionist: Can Face Geometry be Gleaned from Voices?

An Awesome List of Cognitive Science Resources

Modern port of Melanie Mitchell's and Douglas Hofstadter's Copycat

NeuroEmulation Framework 2026: Cognitive Scaffolding for Executive Function Training

A block modeling system for cognitive neuroscience

Deep active inference agents using Monte-Carlo methods

Go implementation of Leabra algorithm for biologically-based models of cognition, based on emergent framework (with Python interface)

Papers, CODE, Datasets for Neuromodulated Learning and Brain-Inspired Computing

Prolog puzzles for fun and profit (mostly fun)

A cognitive architecture that runs on your own machine. Internal state reaches generation through the model's activations, not the system prompt — and every consequential action leaves a receipt you can audit. Not an assistant. IIT 4.0 φ, CAA steering, 136 consciousness modules, local on Apple Silicon.

The Consciousness AI

Computational Cognitive Science (计算认知科学). ⚠️The maintainence of this repo had been suspended. Please take a look at the only repo mentioned in the English readme.

Cross-platform persistent memory MCP for Codex, Gemini CLI, Claude Code, and other local MCP hosts. 36 cited neuroscience mechanisms, local-first SQLite/PostgreSQL, hybrid retrieval, decay-based consolidation, and reproducible benchmarks. Claude adds optional automatic lifecycle hooks.

SmartGPT is a implementation of a dynamic prompting system, inspired by [AI Explained](https://www.youtube.com/@ai-explained-) on YouTube. This tool generates multiple responses to a prompt and evaluates their quality.

Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurrent neural network models.

Unleashing the Power of Cognitive Dynamics on Large Language Models