Pinned Loading

1. PINNPINNPublic

   Implementation of Vanilla PINNs ( 1d, 2d and ODE, PDE ) and uploading the notebooks here for future reference.

   Jupyter Notebook 1 1

2. llm_reasoning-pruningllm_reasoning-pruningPublic

   Paper implementation of pruning techniques of reasoning thought chains, to delete redundant tokens which hog up the KV cache memory.

   Jupyter Notebook 1

3. SHM-for-Under-Damped-Regions-PINNSSHM-for-Under-Damped-Regions-PINNSPublic

   Jupyter Notebook 1

4. reasoning_thought_causal_interventionreasoning_thought_causal_interventionPublic

   This is a loosely held planning files, results and code files for reasoning thought level breakdown of the models, rather than general way of looking at thought chains which is token level.

   Python

5. PySR_and_SINDY_ComparisionPySR_and_SINDY_ComparisionPublic

   I trained Neural ODE to recover the equation of SIR simulated dataset through Gillispie Algorithm, and recovered those equations from PySR as well as SINDY from the data heuristically, and compared…

   Python 1 1

6. covid19-scRNAseq-Tcell-analysiscovid19-scRNAseq-Tcell-analysisPublic

   Analysis pipeline for single-cell RNA sequencing (scRNA-seq) data focused on T cells in COVID-19. Includes scripts and workflows for data processing, visualization, and identifying immune cell sign…

   Jupyter Notebook 1