PinnedPublished inTDS ArchiveNeural Network from scratch in PythonMake your own machine learning library.Nov 15, 2018A response icon40Nov 15, 2018A response icon40
Published inData Science CollectiveInformation & EntropyWhat is information and how is it measured? What is entropy? Cross entropy? Relative entropy (aka KL Divergence)?Feb 21, 2025A response icon1Feb 21, 2025A response icon1
Explaining the blockchain to PalomaDear Paloma, this is the story of the blockchain… in a paragraph of 4 pages.Sep 19, 2022Sep 19, 2022
Published inTDS ArchiveSolving Non-Linear Differential Equations numerically using the Finite Difference MethodIn this article we will see how to use the finite difference method to solve non-linear differential equations numerically. We will…Feb 1, 2021Feb 1, 2021
Ray Tracing From Scratch in PythonCreate a computer-generated image using the Ray Tracing algorithm coded from scratch in Python.Jul 26, 2020A response icon1Jul 26, 2020A response icon1
Bézier InterpolationCreate smooth shapes using Bézier curves.May 9, 2020A response icon9May 9, 2020A response icon9
Bézier CurveUnderstand the mathematics of Bézier curvesMay 2, 2020A response icon2May 2, 2020A response icon2
Optimization — Descent AlgorithmsIn this post, we will see several basic optimisation algorithms that you can use in various data science problems.Apr 1, 2020A response icon2Apr 1, 2020A response icon2
Published inFrance School of AIMathématiques des réseaux de neurones — code PythonCréez votre propre bibliothèque de machine learning !Feb 21, 2019A response icon3Feb 21, 2019A response icon3
