research-prototype

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AmirhosseinHonardoust / Physiological-Debt-Accumulation-Engine

Star 9

A systems-level analysis engine that models sleep as a recovery debt process rather than a nightly outcome. Using physiological traits and ecological pressure signals, it estimates predicted sleep need, quantifies sleep debt, and visualizes how stress accumulates silently before visible fatigue or failure occurs.

python machine-learning data-visualization counterfactual-analysis sleep-analysis health-analytics early-warning-systems interpretable-ml systems-thinking streamlit research-prototype recovery-modeling physiological-debt stress-accumulation feature-decomposition preventive-analytics

Updated Dec 19, 2025
Python

dmf-archive / Tiny-ONN

Star 4

Let's activate Net://Anchor

agi cognitive-science free-energy-principle open-science-project research-prototype arc-agi sparse-moe formalized-realism predictive-integrity consciousness-as-backpropagation computational-philosophy-of-mind

Updated Nov 29, 2025
Python

dawnfield-institute / dawn-field-theory

Star 4

A post-symbolic physics framework modeling intelligence, collapse, and emergence through entropy flow.

reinforcement-learning information-theory agent-based-modeling bayesian-optimization open-research quantum-field-theory field-theory qbe early-stage research-prototype collapse-theory post-symbolic-ai entropy-based-intelligence infodynamics non-symbolic-ai open-agi superfluid-dynamics dawn-collective

Updated Dec 29, 2025
Python

Gkk787578 / veloclade

Star 3

Veloclade is a research prototype of a neuro-symbolic knowledge graph system. It uses clade-inspired hierarchy + embedding clustering (sentence-transformers) to control ontology growth and mitigate subclassing explosion. Designed for experimentation in hybrid reasoning and AI knowledge representation.

python machine-learning ontology knowledge-graph ai-research graph-learning symbolic-ai neuro-symbolic tardigrade research-prototype sentence-transformers embedding-clustering dynamic-ontology resilient-ai

Updated Dec 30, 2025
Python

msancheza / xctopus-core

Star 1

Xctopus (Alpha): An Adaptive Knowledge Architecture for semantic orchestration. A layered framework designed to mitigate catastrophic forgetting through autonomous Knowledge Node management and dynamic clustering.

machine-learning deep-learning transformers knowledge-graph probabilistic-programming bayesian-inference lora epistemology bayesian-neural-networks continuous-learning modular-architecture continual-learning catastrophic-forgetting research-prototype hierarchical-learning experimental-framework catastrophic-forgetting-mitigation

Updated Dec 28, 2025
Python

mschroederi / Parameter-Server-Architecture-On-Apache-Kafka

Star 1

Parameter server implementation on KafkaStreams

machine-learning logistic-regression kafka-streams research-prototype

Updated Mar 16, 2020
Jupyter Notebook

ssru1010 / SCMT

Star 0

Schema-Augmented Self-Optimizing Memory Transformer (SCMT), an experimental attention-based architecture with adaptive memory, schema learning, and entropy regulation.

transformer interpretable-ai research-prototype adaptive-memory self-organizing-systems memory-transformer schema-learning

Updated Oct 17, 2025
Jupyter Notebook

anupam16singh / AIDE-Decision-Intelligence-Operating-System

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### AIDE — Decision Intelligence Operating System This notebook demonstrates a research-grade, risk-first decision intelligence system for capital allocation. The focus is on survivability, explainability, and governance rather than prediction or trading performance.

stress-testing risk-management financial-engineering portfolio-management systems-architecture research-prototype decision-intelligence capital-allocation regime-aware-systems explainable-systems

Updated Dec 19, 2025
Jupyter Notebook

its-not-rocket-science / veloclade

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Updated May 18, 2025
Python

anupam16singh / aide-decision-intelligence

Star 0

A research-grade, regime-aware decision intelligence prototype for portfolio allocation, integrating market state detection, adaptive alpha models, and fund-grade evaluation metrics.

machine-learning portfolio-optimization quantitative-finance algorithmic-trading research-prototype decision-intelligence regime-detection

Updated Dec 18, 2025
Jupyter Notebook

hojjang98 / Archive-Projects

Star 0

A collection of archived projects that were discontinued or paused mid-way. While not actively maintained, these repositories are kept for reference, learning, and potential future continuation.

machine-learning computer-vision prototype forecasting experiments research-prototype archived-projects