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Course projects and notes of undergraduate courses in NJUAI

Python 77.21% Jupyter Notebook 16.16% PowerShell 0.23% MATLAB 0.38% R 1.77% Java 1.81% ASL 2.44%
deep-learning machine-learning nlp ensemble-learning

njuai20's Introduction

NJUAI20

My course projects and notes of undergraduate courses in NJUAI

保研相关

2023南京大学人工智能学院(NJUAI)本科生开放日（保研夏令营）-知乎

Course Projects

In time-descending order

  • Optimize MLP : NN/try_MLP github
  • ABSA(Aspect Based Sentiment Analysis) : NLP/ github
  • AutoEncoder in Real Data Compression : PR_CV/hw3/Problem6.py github
  • Loss Regression using XGBoost : ML/Ensemble/ github
  • Chinese Sentiment Classification : NLP/ github
  • Clustering of Spatial Transcriptomics Single-Cell Sequencing Data : DL/ github
  • Googol2002/Pedestrian-Dead-Reckoning(Collaborative Project) : source github
  • Multi-objective Evolutionary Algorithms in Subset Selection : HSEA/ github
  • AutoEncoder : DL/ github
  • Evolutionary Algorithms in Max Cut : HSEA/ github
  • Heuristic Algorithms in Pacman Game : HSEA/ github
  • Matlab Programming for Multi Control System : MCS/Matlab Programming github
  • DecisionTree(manually) : ML/DecisionTree.py github
📅 Updated:June 2023

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