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1. manifold-constrained-hyper-connections-dashboard manifold-constrained-hyper-connections-dashboard Public

   Interactive mHC (manifold‑constrained hyper‑connections) dashboard visualising doubly stochastic residual routing, Sinkhorn projection, and attention geometry

   HTML

2. nhs-webscraper nhs-webscraper Public

   NHS My Planned Care web scraper — modular, unit-test-driven pipeline with pluggable crawl backends

   Python

3. qwen3-financial-sft qwen3-financial-sft Public

   Qwen3-4B LoRA/QLoRA supervised fine-tuning on financial reasoning (TAT-QA, FinQA) with TRL and PEFT

   Python

4. qwen3-financial-sft-unsloth-dpo qwen3-financial-sft-unsloth-dpo Public

   Qwen3-4B LLM fine-tuning: Unsloth QLoRA SFT + DPO on financial reasoning, with MLflow tracking and evaluation

   Python

5. policy-gradient-from-scratch policy-gradient-from-scratch Public

   REINFORCE, Actor-Critic, PPO, RLOO, GRPO implemented from scratch in PyTorch on a toy verifiable-reward task

   Python