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😄 Hi! Nai elen siluva lyenna.

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

Who am I?

Welt Xing, a 1st 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.
  • Graph learning.

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 updating work

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

Welt Xing's Projects

bird_torch icon bird_torch

Pyotch implementatin of "Finding Camouflaged Needle in a Haystack? Pornographic Products Detection via Berrypicking Tree Model" (Official code is tf vision).)

dscl icon dscl

Dual-stream Spatio-temporal Contrastive Learning for Long-term Traffic Anomaly Detection (DSCL)

liboml icon liboml

Library for online machine learning

lkrf icon lkrf

Learning kernels with random features (NIPS 2016)

missouri icon missouri

基于目标检测和姿态识别的实时防摔倒检测系统

pydt icon pydt

决策树分类与回归模型的实现和可视化

pydynet icon pydynet

NumPy实现类PyTorch的动态计算图和神经网络(DNN, CNN, RNN)

pynet icon pynet

Use numpy to build neuron network

pysvm icon pysvm

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

river icon river

🌊 Online machine learning in Python

sagod icon sagod

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

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