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1. numerical-cognition-rl-nlp numerical-cognition-rl-nlp Public

   We model how children learn numbers using PPO, custom attention-based deep neural networks, and dynamic language instructions. From this model, we try to find patterns and evaluate which pedagogica…

   Python 1

2. agentic-physics-question-generator agentic-physics-question-generator Public

   Generating Logically Consistent and Novel Physics Word Problems with LLMs

   Jupyter Notebook 1

3. lyapunov-optimized-neural-networks lyapunov-optimized-neural-networks Public

   This project investigates chaotic dynamics in gradient descent and proposes the use of Lyapunov exponents for hyperparameter selection in neural networks.

   Jupyter Notebook 1

4. network-chatbot network-chatbot Public

   A wrapper on top of Open WebUI, with built in agents to retrieve exact information from traditional databases.

   JavaScript 1

5. intelligent-ldpc-decoder intelligent-ldpc-decoder Public

   An LDPC (Low-Density Parity-Check) decoder is an iterative, soft-input soft-output (SISO) error correction component that approaches channel capacity, commonly using Belief Propagation (sum-product…

   Jupyter Notebook 2 1

6. rlf-small-lm-grid-puzzles rlf-small-lm-grid-puzzles Public

   Forked from verl-project/verl

   Reinforcement Learning Finetuning of Small LMs for Grid Puzzles

   Python 2