Thomas RouchinTowards Data ScienceUnit Disk Uniform SamplingDiscover the optimal transformations to apply on the standard [0,1] uniform random generator for uniformly sampling a 2D diskSep 161Sep 161
Thomas RouchinTowards Data ScienceUnit Disk and 2D Bounded KDEHow to extend Bounded Kernel Density Estimation to the 2D case? Let’s explore how to fix boundary bias around the unit disk.Jul 25Jul 25
Thomas RouchinTowards Data ScienceIntersect Multiple 3D Lines (Closest Point)Seeking intersection of a batch of 3D lines is more of a minimization problem than an actual intersection test, as usually done with 2 raysMar 27Mar 27
Thomas RouchinTowards Data ScienceBounded Kernel Density EstimationLearn how Kernel Density Estimation works and how you can adjust it to better handle bounded data, like age, height, or priceFeb 28Feb 28
Thomas RouchinTowards Data ScienceIntersect two 3D Rays (Closest Point)Let’s unravel the math behind 3D rays and demonstrate that it’s not significantly more challenging than the conventional 2D case.Feb 122Feb 122
Thomas RouchinBetter ProgrammingRAM and VRAM Profiling in PythonEfficiently monitor RAM and GPU VRAM simultaneously with a single powerful function decorator.Nov 8, 20231Nov 8, 20231
Thomas RouchinBetter ProgrammingMastering Flock Simulation with Boids, C++, OpenGL and ImGui 🐦Learn how to simulate the flocking behavior observed in birds or fish through simple interaction rulesSep 29, 20231Sep 29, 20231
Thomas RouchinBetter ProgrammingNeRF at CVPR23: Arbitrary Camera Trajectories ➿Since the release of NeRF at ECCV 2020 there’s been more and more NeRF papers published each year. This trend continued at CVPR 2023, where…Jul 4, 2023Jul 4, 2023
Thomas RouchinBetter ProgrammingNeRF at CVPR23: Rendering PerformanceSince the release of NeRF at ECCV 2020, there’s been more and more NeRF papers published each year. This trend continued at CVPR 2023…Jun 26, 2023Jun 26, 2023
Thomas RouchinBetter ProgrammingLeast Squares Ellipse FittingEnhance your comprehension of conics and gain knowledge on how to fit an ellipse from a collection of 2D pointsJun 14, 20232Jun 14, 20232