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Commits on Aug 17, 2021

• Update ID3.py

  SleepyBag

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Commits on Jun 15, 2021

• Delete 1899.rkt

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• Create 1899.rkt

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Commits on Jun 11, 2021

• Fix: lr is not used in binary logistic regression

  SleepyBag

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Commits on Apr 8, 2021

• Fix: distance of kmeans bad-defined

  qianmingxue-msft

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Commits on Apr 4, 2021

• Update BinaryLogisticRegression.py

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Commits on Feb 20, 2021

• Update: improve the performance of regression CART

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• Update: classification CART only print when verbose is true

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Commits on Feb 6, 2021

• Update: close verbose for ID3

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Commits on Feb 3, 2021

• Merge pull request SleepyBag#1 from ToheartZhang/master

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  SleepyBag

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• Fix: the label of decision tree node may be wrong

  SleepyBag

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• Fix: decision tree repeatedly split when training data are all same

  SleepyBag

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Commits on Jan 20, 2021

• FIX: remove .idea

  ToheartZhang

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• FIX: modify function entropy for log2 and modify test_information gain for inconsistent example with the assertion and the book

  ToheartZhang

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Commits on Jan 4, 2021

• mv folders so that they are in order

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Commits on Dec 27, 2020

• Merge branch 'master' of github.com:SleepyBag/Statitstics-Learning-Method

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• Trivial

  SleepyBag

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• Update README.md

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• Update README.md

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• Update README.md

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• Update README.md

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• Update README.md

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• Update README.md

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• Update README.md

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• Update: README

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• Add: linear chain conditional random field. I made it!

  SleepyBag

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Commits on Dec 25, 2020

• Fix: x was written ans y in HMM example

  SleepyBag

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• Add: newton

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• Add: comment for HMM

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Commits on Dec 8, 2020

• Add: LDA

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Commits on Dec 6, 2020

• Add: gibbs sampling

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• Add: Metropolis Hasting

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• Merge branch 'master' of github.com:SleepyBag/Statitstics-Learning-Method

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• Add: single component metropolis hasting

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Commits on Dec 4, 2020

• Fix: kmeans stop at the first step

  SleepyBag

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