Mein Blog

☆ ... recommended reads

Analysis

• Fourier Series ☆
• All Norms Are Equal!
• Borwein Integrals: Misleading Patterns

Functional Analysis

• Dual Spaces and Discontinuous Linear Functionals

Statistics

• Bayesian Inversion
• All Gauss Everything
• Linear Regression
• Test test test...
• Generalized Linear Models
• Random Walking on the Surface of a T-Rex
• Kulback-Leibler Divergence and Variational Inference
• Entropy and Arithmetic Coding

Machine Learning

• CartPole ☆
• Kernel Trick
• Automatic Differentiation and MNIST ☆
• Super Human Humor with GPT2 ☆
• Autoencoding MNIST
• Crystal Math ☆

Artificial Intelligence

• Writing a Chess Engine ☆
• Writing a Schnapsen Engine

Linear Algebra

• Singular Value Decomposition

Differential Equations

• Of Mice and Roots of 1 ☆
• N Body Simulation

Algebra

• Galois Fields

Visual Computing

• Seam Carving