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IIT Madras
- https://www.athirapt.com/
Pinned Loading
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CPU-vs-GPU-Performance-Analysis
CPU-vs-GPU-Performance-Analysis PublicBenchmarking tests were performed between CPU and GPU for task of Classification.
Python 3
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GPU-accelerated-B-plus-Tree
GPU-accelerated-B-plus-Tree PublicThis 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
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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
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Question-Answer-Creator-Application
Question-Answer-Creator-Application Public🚀 An AI-powered Q&A generator that transforms PDF documents into exam-ready questions and answers using LangChain, Groq LLMs, and RAG pipelines. Features iterative refinement for high-quality outpu…
HTML 2
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SQL-Reference
SQL-Reference Public🚀 Hands-on MySQL reference guide & cheat sheet—from DDL/DML foundations to analytical window functions, CTEs, and real-time database interview scenarios.
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resnet18_ddp
resnet18_ddp Public🌠 End-to-end deep learning systems study: custom PyTorch ResNet-18 built from scratch, CUDA kernel profiling with torch.profiler, and multi-GPU PyTorch DistributedDataParallel (DDP) benchmarking on…
Python
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