PinnedInTDS ArchivebyOmar Aflak·Nov 15, 2018Neural Network from scratch in PythonMake your own machine learning library.A response icon41A response icon41
InData Science CollectivebyOmar Aflak·Feb 21, 2025Information & EntropyWhat is information and how is it measured? What is entropy? Cross entropy? Relative entropy (aka KL Divergence)?A response icon1A response icon1
Omar Aflak·Sep 19, 2022Explaining the blockchain to PalomaDear Paloma, this is the story of the blockchain… in a paragraph of 4 pages.
InTDS ArchivebyOmar Aflak·Feb 1, 2021Solving 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…
Omar Aflak·Jul 26, 2020Ray Tracing From Scratch in PythonCreate a computer-generated image using the Ray Tracing algorithm coded from scratch in Python.A response icon1A response icon1
Omar Aflak·May 9, 2020Bézier InterpolationCreate smooth shapes using Bézier curves.A response icon9A response icon9
Omar Aflak·May 2, 2020Bézier CurveUnderstand the mathematics of Bézier curvesA response icon2A response icon2
Omar Aflak·Apr 1, 2020Optimization — Descent AlgorithmsIn this post, we will see several basic optimisation algorithms that you can use in various data science problems.A response icon2A response icon2
InFrance School of AIbyOmar Aflak·Feb 21, 2019Mathématiques des réseaux de neurones — code PythonCréez votre propre bibliothèque de machine learning !A response icon3A response icon3
