This is my personal site based on Tufte-theme Jekyll, used to record my research notes.

Statistical Learning Notes

Title Content Link
ELBO and EM algorithm A note about how to understand ELBO and EM algorithm html
Hamiltonian Monte Carlo A note about HMC sampler html

Crystallography Notes

Title Content Link
From Molecular Model to Structural Factor A note about how to calculate \(F_p\) from a protein model html

Fun Math

Title Content Link
Gaussain Related Intergration Trick Some Intergration Tricks realted to Gaussian distribution html

ODE and PDE Notes (21 Spring, AM105 TF)

Title Content Range Link
Intro Motivation and Syllabus W-0 html
Basics I Classification, order, integrating factors, IVP W-1 html
Tutorial I Solve Differential Equation with Sympy W-2 html
Basics II Seperable differential equation, Existence and Uniqueness Theorem W-2 html
Numerical I Direction Field, Euler’s Method W-3 html
Numerical II Improved Euler Method, Runge-Kutta Method W-3 html
Linear Homogeneous 2nd ODEs Superposition, Wronskian, Constant Coefficients W-4 html
Linear Non-homogeneous 2nd ODEs Methods of undetermined coefficients, Variation of parameters, Forced Vibration W-4 html
Systems of ODEs Systems of first-order ODEs, Homogeneous linear system with constant coefficients W-5 html
Critical Points Classification of critical points, local linearization W-6 html

Others

Title Content Link
Tufte Style Jekyll blog A note about how to write Tufte style blogs html
- Minhuan Li