danielvoconnor

danielvoconnor.github.io

BSDS200_Spring2024

NN_from_scratch

A minimal code example that trains a neural network for MNIST classification from scratch

ImplicitFunctionTheorem

Notes about the implicit function theorem and a question about Spivak's proof of it

DistributionNotes

An introduction to the delta function and distributions

CalculusForML

Notes about the multivariable calculus you need for linear and logistic regression

calc_on_manifolds_intuition

Notes about the intuition behind calculus on manifolds and the generalized Stokes's theorem

nand2tetris

fusedLasso

We use CVXPY to solve a fused Lasso problem with nonnegativity constraints.

cellNucleusDetection

We implement a u-net in Pytorch to segment nuclei in cell microscopy images.

MultipleViewGeometry

This code contains implementations of several Multiple View Geometry algorithms from Hartley and Zisserman.

TV_deblur_spaceVariantKernel

This code accompanies the paper "Total variation image deblurring with space-varying kernel."

PrimalDualDecomp

This code accompanies the paper "Primal-dual decomposition by operator splitting and applications to image deblurring."