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C++ Deep Learning Framework from Scratch Keywords: C++, Bazel, Object-Oriented Programming, Unit Testing * PyTorch-like deep learning framework architected and implemented from scratch in C++, e.g. layers, optimizers, and autograd. |
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LLM Distributed Training Pipeline Keywords: Python, Shell Script, DeepSpeed, Transformers, Distributed Systems * Scalable distributed training pipeline for LLMs on GPU clusters using DeepSpeed ZeRO, 3D Parallelism, and Transformers. |
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HuggingGPT using GPT Function Calling Keywords: TypeScript, React, Python, FastAPI, Azure, OpenAI API * Agentic AI prototype to interact with various Hugging Face APIs through natural language utilizing GPT Function Calling. |
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YOLOv5 Object Detection Model in PyTorch C++ Keywords: C++, PyTorch, Convolutional Neural Network * YOLOv5 implementation in PyTorch C++ (LibTorch) instead of PyTorch Python for efficient integration in C++ applications. |
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Robotics Algorithms in Jupyter Notebook Keywords: Python, Robotics, SLAM, Localization, Path Planning * Python codes for robotics algorithms, e.g. Simultaneous Localization & Mapping (SLAM), localization, and path planning. |
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Graph-Based SLAM Paper with C++ and Python Code Keywords: C++, Python, Robotics, Graph-based SLAM * Detailed mathematical explanation of Graph-Based SLAM with sample code in both C++ and Python for a comprehensive guide. |
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AR Multiplayer Tic-Tac-Toe Game Keywords: C#, Unity, Niantic ARDK (Niantic Spatial Platform SDK) * AR Tic-Tac-Toe game that is played with 2 mobile devices sharing a synchronized virtual board for an immersive experience. |