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1. groundlens-dev/groundlens groundlens-dev/groundlens Public

   Guardrails for LLM answers. GroundLens checks an LLM answer against its sources without a model, decides PASS, REVIEW or FAIL under your policy, and keeps a signed record.

   Rust 7 4

2. otwin-core/otwin-hybrid otwin-core/otwin-hybrid Public

   In this repo we will show how to build a simple but useful Digital Twin using python. Our asset will be a Li-ion battery. This Digital Twin will allow us to model and predict batteries behavior and…

   Python 121 45

3. ndt ndt Public

   Neural Dimensionality Tracker (NDT) is a production-ready Python library for high-frequency monitoring of neural network representational dimensionality during Neural Networks training

   Python 14

4. Geometric-Analysis-of-Reasoning-Trajectories-in-LLMs Geometric-Analysis-of-Reasoning-Trajectories-in-LLMs Public

   Code for the paper "Geometric Analysis of Reasoning Trajectories: A Phase Space Approach to Understanding Valid and Invalid Multi-Hop Reasoning in LLMs" (NeurReps, NeurIPS 2026 workshop)

   Jupyter Notebook 4

5. Hamiltonian-Neural-Network-Optimization Hamiltonian-Neural-Network-Optimization Public

   Built on peer-reviewed research accepted at IEEE DSA 2025: "Hamiltonian Neural Networks for Robust Out-of-Time Credit Scoring: Empirical Validation and Temporal Stability Analysis"

   Jupyter Notebook 1

6. Perplexity-Based-Adjacency-for-Uncertainty-Quantification Perplexity-Based-Adjacency-for-Uncertainty-Quantification Public

   This repository contains experimental validation of the PBA (Perplexity-Based Adjacency) uncertainty quantification method for Large Language Models, as described in the paper "Perplexity-Based Adj…

   Python 1