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PKUFlyingPig/CS229

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  • mathematics_foundation
  • python_tutorial
  • BiasVarianceAnalysis.pdf
  • boosting.pdf
  • critiques-ml-aut19.pdf
  • cs229-notes-backprop.pdf
  • cs229-notes-deep_learning.pdf
  • cs229-notes-dt.pdf
  • cs229-notes6.pdf
  • decision_tree_demo.ipynb
  • deep_learning.pdf
  • EM.pdf
  • evaluation_metrics.pdf
  • Factor analysis.pdf
  • Generative Model.pdf
  • ICA.pdf
  • K-means.pdf
  • LearningTheory.pdf
  • Linear Model.pdf
  • loss-functions.pdf
  • midterm-review.pdf
  • Mixtures of Gaussians.pdf
  • ML-advice.pdf
  • PCA.pdf
  • README.md
  • Regularization and model selection.pdf
  • reinforce_learning.pdf
  • representer-function.pdf
  • stanford-cs229
  • SVM.pdf
  • weak_supervision_notes.pdf
  • weak_supervision_slides.pdf
README

CS229

all the ppts, notes and homework for CS229 taught by Andrew Ng

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  • Jupyter Notebook95.5%
  • Python4.5%
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