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58 followers · 8 following
  • School of AI, Nanjing University
  • Lands Between
  • 23:10 (UTC +08:00)

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Achievement: Starstruck

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Achievement: Starstruck

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Kaslanarian/README.md

😄 Hi! Nai elen siluva lyenna.

In Quenya, "Nai elen siluva lyenna" means "May the stars shine on you".

Who am I?

Welt Xing, a 2rd year graduate in the School of Artificial Intelligence, Nanjing University. In German, "welt" means the "world". My interests include:

  • Machine learning model and their implementation.
  • Deep learning method and framework.
  • Machine learning theory.

In my blog, I record what I've learned:

1

My stat

Your stars, forks, and issues are most welcome and appreciated 🥳.

Some finished and current work

  • PyDyNet: Deep learning framework implementation using Numpy based on Autodiff ( 🌟 You can even run Transformer here!).
  • libsvm-sc-reading: A Chinese version manual to explain how LIBSVM works.
  • PySVM: A NumPy implementation of SVM based on SMO algorithm.
  • SAGOD: A library for anomaly detection on static attributed graph.

Pinned Loading

  1. PyDyNet PyDyNet Public

    NumPy实现类PyTorch的动态计算图和神经网络框架(MLP, CNN, RNN, Transformer)

    Python 78 16

  2. libsvm-sc-reading libsvm-sc-reading Public

    阅读LibSVM源码的知识整理与思考（已完结）

    31 2

  3. PySVM PySVM Public

    PySVM : A NumPy implementation of SVM based on SMO algorithm. Numpy构建SVM分类、回归与单分类，支持缓存机制与随机傅里叶特征

    Python 27 2

  4. PyDT PyDT Public

    决策树分类与回归模型的实现和可视化

    Python 16

  5. SAGOD SAGOD Public

    A library for static attributed graph outlier detection. 静态属性图节点的异常检测模型集。

    Python 31 5

  6. NJUAI-OpenDay-Interview NJUAI-OpenDay-Interview Public

    南京大学人工智能学院本科生开放日面试经验分享

    28 1