Matt Hancock / notes
  • math 17
  • linear-algebra 2
  • dimensionality-reduction 2
  • software 7
  • python 10
  • guides 4
  • pattern-recognition 8
  • statistics 4
  • riddles 3
  • geometry 1
  • probability 2
  • analysis 1
  • fortran 2
  • f2py 3
  • level-sets 1
  • image-processing 3
  • c 1
  • matplotlib 1
  • latex 1
  • databases 1

math

Equal area sphere partitioning

The Jaccard Overlap Score is Scale-Sensitive

Distance function has gradient magnitude equal to one

Batch updates for simple statistics

Existence proof for base-b expansion

Monsters and gems riddle

The martini glass problem

Decision boundary preserving PCA

The principal axes of a sampled ellipse are the ellipse's principal axes

A relationship between accuracy and the AUC score

Wavelet Tour Review

Math and Food

The ROC curve Part 2 - Numerical Example with Python

What is the ROC curve?!

Machine Learning Part 2 - Numerical Example with Python

What is Machine Learning?!

What is PCA?!

linear-algebra

Decision boundary preserving PCA

What is PCA?!

dimensionality-reduction

The principal axes of a sampled ellipse are the ellipse's principal axes

What is PCA?!

software

Dialect-dependent column types in sqlalchemy

Fast custom image filters using low level callables

Referencing LaTeX objects from Matplotlib

Wrapping C with Python: 3D image segmentation with region growing

Compiling multiple modules with f2py

Calling Fortran from Python with f2py

Building Python from Source

python

Dialect-dependent column types in sqlalchemy

Fast custom image filters using low level callables

Equal area sphere partitioning

Wrapping C with Python: 3D image segmentation with region growing

Compiling multiple modules with f2py

Calling Fortran from Python with f2py

A better confusion matrix with python

The ROC curve Part 2 - Numerical Example with Python

Machine Learning Part 2 - Numerical Example with Python

Building Python from Source

guides

Fast custom image filters using low level callables

Compiling multiple modules with f2py

Calling Fortran from Python with f2py

Building Python from Source

pattern-recognition

Batch updates for simple statistics

Decision boundary preserving PCA

A relationship between accuracy and the AUC score

A better confusion matrix with python

The ROC curve Part 2 - Numerical Example with Python

What is the ROC curve?!

Machine Learning Part 2 - Numerical Example with Python

What is Machine Learning?!

statistics

Batch updates for simple statistics

Coin flip draft

A relationship between accuracy and the AUC score

What is the ROC curve?!

riddles

Coin flip draft

Monsters and gems riddle

The martini glass problem

geometry

The martini glass problem

probability

Coin flip draft

Monsters and gems riddle

analysis

Existence proof for base-b expansion

fortran

Compiling multiple modules with f2py

Calling Fortran from Python with f2py

f2py

Wrapping C with Python: 3D image segmentation with region growing

Compiling multiple modules with f2py

Calling Fortran from Python with f2py

level-sets

Distance function has gradient magnitude equal to one

image-processing

Fast custom image filters using low level callables

The Jaccard Overlap Score is Scale-Sensitive

Wrapping C with Python: 3D image segmentation with region growing

c

Wrapping C with Python: 3D image segmentation with region growing

matplotlib

Referencing LaTeX objects from Matplotlib

latex

Referencing LaTeX objects from Matplotlib

databases

Dialect-dependent column types in sqlalchemy

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