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23 followers · 4 following
  • Arenadata
  • Russian Federation

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Arctic Code Vault Contributor

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mgorshkov/README.md

👋 Hi, I'm @mgorshkov

I am a software engineer passionate about mathematics, machine learning, and building high-performance tools.

🚀 What I Do

  • 🧠 Interests: Solving mathematical and programming puzzles.
  • 🌱 Focus: Deep Learning (DL) and Machine Learning (ML).
  • 🛠️ Creator of: Tinycoder — an ultra-fast AI coding plugin for VS Code.

📦 C++ Data Science Ecosystem

I have recreated popular Python data science libraries from scratch in C++:

  • 🔢 np: N-dimensional arrays and numerical routines.
  • 🐼 pd: Data manipulation and DataFrame structures.
  • 🧪 scipy: Advanced scientific and technical computing.
  • 🤖 sklearn: Machine learning algorithms and tools.

🤝 Collaboration & Contact

  • 💞️ Looking to collaborate on: DL/ML-related projects and developer tools for data scientists.
  • Telegram: @mikhail_gorshkov

Popular repositories Loading

  1. np np Public

    ⚡ NumPy-style arrays in C++ | CUDA GPU + SIMD (AVX2/AVX512/AMX) CPU | Tikhonov Regularized EVD, LSQR, MRRR, SVD, QR eigenvalue solvers

    C++ 10 1

  2. pd pd Public

    ⚡ Data manipulation and analysis library in C++ | CUDA GPU + SIMD (AVX2/AVX512/AMX) CPU.

    C++ 7 1

  3. sklearn sklearn Public

    ⚡ ML methods in C++ | CUDA GPU + SIMD (AVX2/AVX512/AMX) CPU.

    C++ 5 1

  4. scipy scipy Public

    ⚡ SciPy methods in C++ | CUDA GPU + SIMD (AVX2/AVX512/AMX) CPU.

    C++ 2 1

  5. queue queue Public

    OTUS final task (multithreaded queue server)

    C++ 1

  6. CacheLineDelivery CacheLineDelivery Public

    Measure latency of a cacheline send/receive

    C++ 1