Pinned Loading

1. CPU-vs-GPU-Performance-Analysis CPU-vs-GPU-Performance-Analysis Public

   Benchmarking tests were performed between CPU and GPU for task of Classification.

   Python 3

2. FNN-Back-Propogation-from-Scratch FNN-Back-Propogation-from-Scratch Public

   Deep Learning-Gradient Descent-Momentum Accelerated-Nadam-Adam-Nesterov-RMSProp-Stochastic

   Jupyter Notebook

3. Convolutional-Neural-Network Convolutional-Neural-Network Public

   Deep Learning-CNN-YOLO-Object Detection-Image Classification-Dropout-Batch Normalization

   Jupyter Notebook

4. GPU-accelerated-B-plus-Tree GPU-accelerated-B-plus-Tree Public

   This is a GPU-accelerated B+ Tree implementation in CUDA C++. It builds a B+ Tree on the CPU (host), then offloads certain query operations to the GPU using CUDA kernels.

   Cuda

5. langchain-llmops langchain-llmops Public

   A hands-on LangChain & LLMOps repository demonstrating key concepts such as LECL, prompt engineering, embeddings, and vector stores with practical code examples.

   Jupyter Notebook

6. GenAI-LLM-AIAgents GenAI-LLM-AIAgents Public

   🛠️ Build and deploy intelligent AI Agents locally. Explore LLM embeddings, Stable Diffusion, Multimodal VQA, and collaborative agentic crews powered by Llama 3 and Streamlit.

   Python