Rebecca Li (@Xiaoyang-Rebecca)
github

Xiaoyang-Rebecca

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  • Stars
    star
    87
  • Global Rank 229,741 (Top 8 %)
  • Followers 26
  • Following 9
  • Registered over 7 years ago
  • Most used languages
    Python
         40.0 %
    MATLAB
         20.0 %
    C++
         20.0 %
    JavaScript
         20.0 %
  • Location 🇺🇸 United States
  • Country Total Rank 52,038
  • Country Ranking
    MATLAB
         266

Top repositories

1

PatternRecognition_Matlab

Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approaches of feature reduction have been compared in this paper: principle component analysis (PCA), linear discriminant analysis (LDA) and their kernel methods (KPCA,KLDA). Correspondingly, a few approaches of classification algorithm are implemented: Support Vector Machine (SVM), Gaussian Quadratic Maximum Likelihood and K-nearest neighbors (KNN) and Gaussian Mixture Model(GMM).
MATLAB
69
star
2

GrokkingCodeInterview

Educative.io/Grokking the Coding Interview: Patterns for Coding Questions
Python
11
star
3

Artificial-intelligent

In the Pick-up and Drop-off (PD) World, our goal is to design a route from the agent so that it could use the least steps to send all the blocks to drop-off cells. To solve reinforcement learning problems, we use a statistical approach and dynamic programming, especially Q-learning, to estimate the utility of taking actions in the states of the world. The given system setup is run for 6 different experiments that use different learning rates and policies.
C++
2
star
4

DeepEraser

Deep Eraser
Python
1
star
5

xiaoyang-rebecca.github.io

http://xiaoyang-rebecca.github.io
JavaScript
1
star