Scientific Computing

First Chris Miller talks the ins and outs of making your own crate. Then Daniel Bank talks regression and classification over data sets. Finally Craig Bishop will close with 3D math and simple rendering with Rust using the crate cgmath. Think: vectors, matrices, transforms, projections, Phong lighting, and image output.

Scientific Computing via @jacobRosenthal

• "Scientific computing is the science of solving problems with computers"

Linear regression and classification via @danielbank

Linear regression and classification

• Are We Learning Yet
• Rusty Machine
• Rusty Machine Model traits
• Rusty Machine vs Rust Sim
• CSV Tutorial
• Error Handling in Rust
• Linear Regression
• Support Vector Machines
• rusty-machine
• csv
• serde
• serde_derive

Neural Nets via @elbow-jason

• An impromptu talk about nueral nets and annex

Matrix math via @craigjb

Matrix math, scaling, rotating, reflection, shearing, composing

• https://github.com/rustgd/cgmath
• http://www.ccis.northeastern.edu/home/fell/CSU540/lectures/CSU540SP2008-11-MatricesandTransformations.ppt

Level Up Your Crate via @mysteriouspants

• Level Up Your Crate
• https://doc.rust-lang.org/cargo/reference/manifest.html
• https://www.mysteriouspants.com