Hypothesis

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Mar 2023
github.com github.com

jackgreenburg.github.io/kernel_logreg.py at main · jackgreenburg/jackgreenburg.github.io

1
1. alexnicholsamu 15 Mar 2023
  
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  KernelLogisticRegression:
  
  good code
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alexnicholsamu

URL

github.com/jackgreenburg/jackgreenburg.github.io/blob/main/posts/kernel-logistic-regression/kernel_logreg.py
jackgreenburg.github.io jackgreenburg.github.io

My Awesome CSCI 0451 Blog - Kernel Logistic Regression

1
1. alexnicholsamu 15 Mar 2023
  
  in Public
  
  In this blog post
  
  great blog post! would love some more detail on how you found the empirical loss
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alexnicholsamu

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jackgreenburg.github.io/posts/kernel-logistic-regression/
github.com github.com

juliafairbank7.github.io/posts/logistic-regression-post at main · juliafairbank7/juliafairbank7.github.io

1
1. alexnicholsamu 15 Mar 2023
  
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  KernelLogisticRegression:
  
  good code
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alexnicholsamu

URL

github.com/juliafairbank7/juliafairbank7.github.io/blob/main/posts/kernel-logistic-regression-post/KernelLogisticRegression.py
juliafairbank7.github.io juliafairbank7.github.io

Julia Fairbank CSCI 0451 Blog - Kernel Logistic Regression

3
1. alexnicholsamu 15 Mar 2023
  
  in Public
  
  https://github.com/juliafairbank7/juliafairbank7.github.io/tree/main/posts/logistic-regression-post
  
  remember to link the write source code
2. alexnicholsamu 15 Mar 2023
  
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  minimize the empiricial risk
  
  would love further detail on how you did this
3. alexnicholsamu 15 Mar 2023
  
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  noise and gamma.
  
  blog post incomplete?
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alexnicholsamu

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juliafairbank7.github.io/posts/kernel-logistic-regression-post/
sallyliubj.github.io sallyliubj.github.io

My Awesome CSCI 0451 Blog - Classifying Palmer Penguins

1
1. alexnicholsamu 15 Mar 2023
  
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  This blog post consists of three parts
  
  good blog post and nice visuals!
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alexnicholsamu

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sallyliubj.github.io/posts/Penguins/Penguins.html
trongdle.github.io trongdle.github.io

My Awesome CSCI 0451 Blog - Penguins

1
1. alexnicholsamu 15 Mar 2023
  
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  s blog pos
  
  good blog post! and good visuals
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alexnicholsamu

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trongdle.github.io/posts/penguins/penguins.html
github.com github.com

Sallyliubj.github.io/source.py at main · Sallyliubj/Sallyliubj.github.io

1
1. alexnicholsamu 15 Mar 2023
  
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  LogisticRegression
  
  good code and comments
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alexnicholsamu

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github.com/Sallyliubj/Sallyliubj.github.io/blob/main/posts/LogisticRegression Blog Post/source.py
sallyliubj.github.io sallyliubj.github.io

My Awesome CSCI 0451 Blog - Optimization for Logistic Regression

1
1. alexnicholsamu 15 Mar 2023
  
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  differs significantly
  
  good blog post, would like a little explaination into why these different variables, when altered, change the model
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alexnicholsamu

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sallyliubj.github.io/posts/LogisticRegression Blog Post/LogisticRegression.html
github.com github.com

trongdle.github.io/solutions.py at main · trongdle/trongdle.github.io

1
1. alexnicholsamu 15 Mar 2023
  
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  LogisticRegression
  
  good code and comments
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alexnicholsamu

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github.com/trongdle/trongdle.github.io/blob/main/posts/gradient/solutions.py
trongdle.github.io trongdle.github.io

My Awesome CSCI 0451 Blog - Gradient Descent

1
1. alexnicholsamu 15 Mar 2023
  
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  Below is our data, which is not linearly separable.
  
  good blog post, would like a little more explaination into why these different implementations lead to different results (e.g. why does a too-large alpha prevent convergence)
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alexnicholsamu

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trongdle.github.io/posts/gradient/gradient.html
github.com github.com

kate-kenny.github.io/logistic_regression.py at main · kate-kenny/kate-kenny.github.io

1
1. alexnicholsamu 15 Mar 2023
  
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  LogisticRegression:
  
  good code
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alexnicholsamu

URL

github.com/kate-kenny/kate-kenny.github.io/blob/main/posts/blog2/logistic_regression.py
kate-kenny.github.io kate-kenny.github.io

My Awesome CSCI 0451 Blog - Optimization for Logistic Regression

2
1. alexnicholsamu 15 Mar 2023
  
  in Public
  
  selected alpha size is too
  
  why would this prevent convergence?
2. alexnicholsamu 15 Mar 2023
  
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  so the loss improves at a faster rate.
  
  maybe explain a little into the why?
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alexnicholsamu

URL

kate-kenny.github.io/posts/blog2/Logistic Regression.html
github.com github.com

jackgreenburg.github.io/logreg.py at main · jackgreenburg/jackgreenburg.github.io

1
1. alexnicholsamu 15 Mar 2023
  
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  LogisticRegression:
  
  good code and docstrings. you could also comment individual lines, but that's more of a stylistic preference than anything else, the docstrings were very informative
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alexnicholsamu

URL

github.com/jackgreenburg/jackgreenburg.github.io/blob/main/posts/logistic-regression/logreg.py
jackgreenburg.github.io jackgreenburg.github.io

My Awesome CSCI 0451 Blog - Logistic Regression

1
1. alexnicholsamu 15 Mar 2023
  
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  Experiment 2
  
  it would be nice to have more explaination into why these differences between different momentum/alphas/batchsizes changed the loss and 'speed' of the loss
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alexnicholsamu

URL

jackgreenburg.github.io/posts/logistic-regression/
github.com github.com

madgallop.github.io/logistic.py at main · madgallop/madgallop.github.io

1
1. alexnicholsamu 15 Mar 2023
  
  in Public
  
  LogisticRegression:
  
  good code and comments
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alexnicholsamu

URL

github.com/madgallop/madgallop.github.io/blob/main/posts/regression_blog/logistic.py
madgallop.github.io madgallop.github.io

My Awesome CSCI 0451 Blog - Optimization for Logistic Regression Blog

1
1. alexnicholsamu 15 Mar 2023
  
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  slower rate.
  
  great blog post!
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alexnicholsamu

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madgallop.github.io/posts/regression_blog/LogisticRegressionBlogPost.html
github.com github.com

wrifro.github.io/LogisticRegression.py at main · wrifro/wrifro.github.io

1
1. alexnicholsamu 15 Mar 2023
  
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  LogisticRegression
  
  good code! i'd recommend commenting individual lines, instead of a big block at the beginning of each method
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alexnicholsamu

URL

github.com/wrifro/wrifro.github.io/blob/main/posts/Blog_2/LogisticRegression.py
wrifro.github.io wrifro.github.io

My Awesome CSCI 0451 Blog - Gradient Descent Blog

1
1. alexnicholsamu 15 Mar 2023
  
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  Conclusion
  
  great blog post
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alexnicholsamu

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wrifro.github.io/posts/Blog_2/GradientDescentBlog.html
github.com github.com

juliafairbank7.github.io/posts/logistic-regression-post at main · juliafairbank7/juliafairbank7.github.io

1
1. alexnicholsamu 15 Mar 2023
  
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  LogisticRegression:
  
  good code, would like more comments explaining code
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alexnicholsamu

URL

github.com/juliafairbank7/juliafairbank7.github.io/blob/main/posts/logistic-regression-post/LogisticRegression.py
juliafairbank7.github.io juliafairbank7.github.io

Julia Fairbank CSCI 0451 Blog - Logistic Regression

1
1. alexnicholsamu 15 Mar 2023
  
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  data set
  
  talk about these findings! why are they different? why do the converge at different 'speeds'?
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alexnicholsamu

URL

juliafairbank7.github.io/posts/logistic-regression-post/
github.com github.com

norvoke.github.io/perceptron.py at main · Norvoke/norvoke.github.io

1
1. alexnicholsamu 15 Mar 2023
  
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  class Perceptron:
  
  good code
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alexnicholsamu

URL

github.com/Norvoke/norvoke.github.io/blob/main/posts/perceptron-blog-post/perceptron.py
norvoke.github.io norvoke.github.io

Finn’s Awesome CSCI 0451 Blog!!! - Finn’s Perceptron Algorithm Blog Post

3
1. alexnicholsamu 15 Mar 2023
  
  in Public
  
  orse score
  
  there was additional questions that needed to be answered at the end of the blogpost. make sure to double check that
2. alexnicholsamu 15 Mar 2023
  
  in Public
  
  In class,
  
  good math explaination
3. alexnicholsamu 15 Mar 2023
  
  in Public
  
  on my github
  
  make this a little more obvious / at the beginning of the blog
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alexnicholsamu

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norvoke.github.io/posts/perceptron-blog-post/PerceptronBlog.html
ndang01.github.io ndang01.github.io

My Awesome CSCI 0451 Blog - Perceptron

1
1. alexnicholsamu 01 Mar 2023
  
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  features we have.
  
  how is this represented in big-O?
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alexnicholsamu

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ndang01.github.io/posts/blog1/
github.com github.com

ndang01.github.io/perceptron.py at main · ndang01/ndang01.github.io

1
1. alexnicholsamu 01 Mar 2023
  
  in Public
  
  class Perceptron:
  
  good code
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alexnicholsamu

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github.com/ndang01/ndang01.github.io/blob/main/posts/blog1/perceptron.py
github.com github.com

middlebury-csci-0451.github.io/perceptron.py at main · Ecoomber327/middlebury-csci-0451.github.io

1
1. alexnicholsamu 01 Mar 2023
  
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  class Perceptron:
  
  good code
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alexnicholsamu

URL

github.com/Ecoomber327/middlebury-csci-0451.github.io/blob/main/posts/perceptron-post/perceptron.py
ecoomber327.github.io ecoomber327.github.io

My Awesome CSCI 0451 Blog - Perceptron

2
1. alexnicholsamu 01 Mar 2023
  
  in Public
  
  The runtime complexity is dependent on the number of data points
  
  i would go over this again and re-check your big-O
2. alexnicholsamu 01 Mar 2023
  
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  weights accordingly and update my counter.
  
  would like more descriptions of the math
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alexnicholsamu

URL

ecoomber327.github.io/middlebury-csci-0451.github.io/posts/perceptron-post/
edbrons.github.io edbrons.github.io

My Awesome CSCI 0451 Blog - The Perceptron

4
1. alexnicholsamu 01 Mar 2023
  
  in Public
  
  time complexity
  
  go over description above, think about the relationship between n data points as n changes, but we are only looking at one of n
2. alexnicholsamu 01 Mar 2023
  
  in Public
  
  Writing 3.3
  
  need written descriptions of each experiment
3. alexnicholsamu 01 Mar 2023
  
  in Public
  
  we quit the loop as we are done
  
  maybe more math explanation/talk
4. alexnicholsamu 01 Mar 2023
  
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  The updating of the weights will happen
  
  good
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alexnicholsamu

URL

edbrons.github.io/posts/perceptron/
kennyerss.github.io kennyerss.github.io

My Awesome CSCI 0451 Blog - Perceptron Algorithm

2
1. alexnicholsamu 01 Mar 2023
  
  in Public
  
  number of features
  
  this is correct, re-check your Big-O above
2. alexnicholsamu 01 Mar 2023
  
  in Public
  
  vector.
  
  good explanation
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alexnicholsamu

URL

kennyerss.github.io/posts/perceptron/
github.com github.com

jchung2020.github.io/posts/perceptron at main · jchung2020/jchung2020.github.io

1
1. alexnicholsamu 01 Mar 2023
  
  in Public
  
  class Perceptron:
  
  good code
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alexnicholsamu

URL

github.com/jchung2020/jchung2020.github.io/blob/main/posts/perceptron/perceptron.py
jchung2020.github.io jchung2020.github.io

My Awesome CSCI 0451 Blog - Perceptron

2
1. alexnicholsamu 01 Mar 2023
  
  in Public
  
  single index
  
  good
2. alexnicholsamu 01 Mar 2023
  
  in Public
  
  Breakdown of the Perceptron Algorithm
  
  good descriptions
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alexnicholsamu

URL

jchung2020.github.io/posts/perceptron/perceptron_blog.html
cjy-2001.github.io cjy-2001.github.io

My Awesome CSCI 0451 Blog - Perceptron Post

2
1. alexnicholsamu 01 Mar 2023
  
  in Public
  
  Experiment
  
  before hopping into the experiments, write a section giving brief explaination of code/math performed in this blogpost (look at assignment)
2. alexnicholsamu 01 Mar 2023
  
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  runtime complexity
  
  what is the runtime complexity though?
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alexnicholsamu

URL

cjy-2001.github.io/posts/perceptron-post/perceptron.html
github.com github.com

cjy-2001.github.io/perceptron.py at main · cjy-2001/cjy-2001.github.io

1
1. alexnicholsamu 01 Mar 2023
  
  in Public
  
  class Perceptron:
  
  code looks good
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alexnicholsamu

URL

github.com/cjy-2001/cjy-2001.github.io/blob/main/posts/perceptron-post/perceptron.py
github.com github.com

kennyerss.github.io/perceptron.py at main · kennyerss/kennyerss.github.io

1
1. alexnicholsamu 01 Mar 2023
  
  in Public
  
  class Perceptron:
  
  code looks good
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alexnicholsamu

URL

github.com/kennyerss/kennyerss.github.io/blob/main/posts/perceptron/perceptron.py
github.com github.com

EdBrons.github.io/perceptron.py at main · EdBrons/EdBrons.github.io

1
1. alexnicholsamu 01 Mar 2023
  
  in Public
  
  class Perceptron:
  
  code looks good. solid efficiency
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alexnicholsamu

URL

github.com/EdBrons/EdBrons.github.io/blob/main/posts/perceptron/perceptron.py