Lynx Roundup, April 26th 2020

Lynx Roundup, April 26th 2020

Hamiltonian Graph Networks with ODE Integrators! Automating Railway Asset Detection using Deep Learning! Gaussian Process!

Matthew Alhonte
Matthew Alhonte

Gaussian Process, not quite for dummies
Before diving inFor a long time, I recall having this vague impression about Gaussian Processes (GPs) being able to magically define probability distributions over sets of functions, yet I procrastinated reading up about them for many many moons. However, as always, I’d like to think that this is no…
Hamiltonian Graph Networks with ODE Integrators
We introduce an approach for imposing physically informed inductive biases inlearned simulation models. We combine graph networks with a differentiableordinary differential equation integrator as a mechanism for predicting futurestates, and a Hamiltonian as an internal representation. We find tha…
Load an image file into a numpy array with Exif orientation support. Prevents upside-down and sideways images! - ageitgey/image_to_numpy
JuMPing into Puzzle Solving with Linear Programming
Linear programming (LP) is a powerful technique to solve optimization problems, and you will often see it applied to problems from airline scheduling, vehicle routing, to revenue management. In this…
Outline - Read & annotate without distractions
Outline is a free service for reading and annotating news articles. We remove the clutter so you can analyze and comment on the content.
Introducing Theto
Theto is a python library that puts shapes on maps, in context, using Bokeh
Automating Railway Asset Detection using Deep Learning
An overview of extracting railway assets from 3D point clouds derived from LiDAR using ArcGIS, the ArcGIS API for Python and deep learning model. 1. Asset Inventory Management in Railway2. Deep…

Matthew Alhonte

Supervillain in somebody's action hero movie. Experienced a radioactive freak accident at a young age which rendered him part-snake and strangely adept at Python.