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Mantissagithub/README.md

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Pradheep P

cs undergrad · currently exploring reinforcement learning

blogs · paper summaries · x

writing about things i understand, summarizing papers i like, and always happy to connect — pradheepraop [at] gmail [dot] com

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  1. kibitzer kibitzer Public

    chess model that treats board states as tokens. learns rules from millions of games, studies the legends, then plays itself to get better.

    Python 1

  2. muon_exps muon_exps Public

    CUDA kernels for the Muon optimizer: Newton-Schulz polar iteration (quintic + Gram-NS variants), benchmarked and verified against torch.optim.Muon.

    Python

  3. edge_detection_gpu edge_detection_gpu Public

    GPU-accelerated Canny edge detector in CUDA C++. Parallelizes Gaussian filtering, gradient computation, non-maximum suppression, and hysteresis thresholding for real-time edge detection performance

    Cuda 2

  4. transformer-lab transformer-lab Public

    Plug-and-play PyTorch transformer research framework. Swap attention, FFN, norm, positional, connection, projection, optimizer, scheduler, loss, and dataset via Hydra config groups. Encoder-decoder…

    Python 12 1

  5. HyperKuvid-Labs/DGAT HyperKuvid-Labs/DGAT Public

    Dependency Graph as a Tool

    C++ 6 1

  6. HyperKuvid-Labs/alpha-stack HyperKuvid-Labs/alpha-stack Public

    Intelligent agent that converts natural language prompts into production-ready multi-file codebases with automatic dependency resolution, Docker validation, and iterative error correction.

    Python 4 2