Pinned Loading

1. CUDA-Matrix-Multiplication-HPC CUDA-Matrix-Multiplication-HPC Public

   CUDA implementations of D=A×B+C matrix operation: global memory, shared memory tiling, Tensor Cores (WMMA), and large matrix support

   Cuda

2. earthquake-tsunami-analysis earthquake-tsunami-analysis Public

   Comprehensive data science analysis of earthquake-tsunami relationships using ML

   Jupyter Notebook

3. myopia-prediction-ml myopia-prediction-ml Public

   Machine learning pipeline for predicting myopia conditions in medical students.

   Jupyter Notebook

4. poker-card-classification poker-card-classification Public

   53-class playing card image classifier achieving 99%+ accuracy, built with EfficientNet-B0 and optimized via Bayesian hyperparameter search (Optuna).

   Jupyter Notebook

5. rag-hybrid-retrieval-system rag-hybrid-retrieval-system Public

   A hybrid RAG system comparing lexical (BM25) and semantic (SPLADE) retrieval methods for LLM-based response generation.

   Python

6. reinforcement-learning reinforcement-learning Public

   Comprehensive RL implementations from tabular methods (Q-Learning, SARSA) to Deep RL (REINFORCE, A2C, PPO) and Model-Based RL (Dyna-Q)

   Jupyter Notebook