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1. Casual_dynamical_AI Casual_dynamical_AI Public

   A first-principles exploration of the physics, calculus, and probabilistic graph models required to build agents capable of causal reasoning, energy minimization, and structural extrapolation

   Jupyter Notebook 8

2. DIO DIO Public

   OpenAI-compatible gateway that load-balances across stock vLLM replicas — no engine patches. Dual-timescale NLMS latency prediction, session/prefix affinity, and SLO admission that does NOT thresh…

   BibTeX Style 3

3. uncertainty-diffusion-world-models uncertainty-diffusion-world-models Public

   Uncertainty-aware distilled diffusion world models for model-based reinforcement learning. Combines fast consistency-model sampling with per-transition epistemic + aleatoric uncertainty weighting f…

   Python 4

4. IndicXLMR IndicXLMR Public

   IndicXLMR-LoRA is a lightweight, parameter-efficient model designed for language identification across 23 Indic languages, built on top of XLM-RoBERTa.

   Python

5. Kaggle_notebooks Kaggle_notebooks Public

   Competition notebooks

   Python

6. LM-JEPA-for-Symbolic-Regression LM-JEPA-for-Symbolic-Regression Public

   Symbolic regression can be used to rapidly provide solutions to problems in science which may have large computational complexity or may even be intractable. Will explore language model joint embed…

   Jupyter Notebook