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Jianjun Zhou's Notebook
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High-Dimensional Probability
High-Dimensional Probability
Lecture 1
Theory of Computation
Theory of Computation
Sets, Relations and Languages
Finite Automata
Context-Free Languages
Turing Machine
Undecidability
After Story
Advanced Data Structure and Algorithm
Advanced Data Structure and Algorithm
Homework
Final Review
Object Oriented Programming
Object Oriented Programming
Midterm Review
Final Review
Database System
Database System
Chapter 1-7
Chapter 12-19
Probability Theory
Probability Theory
Basics
Random Variable & Vector
Data Feature Basics
Data Feature Pro
Limit Theorems
Normal Distribution
Numerical Methods
Numerical Methods
Numerical Analysis
Numerical Analysis
Mathematical Preliminaries
Solve Equations (1 Variable)
Interpolation & Poly. Approx.
Numerical Diffs & Integs
IVP for ODE
Solve Linear Systems (Directly)
Solve Linear Systems (Iteratively)
Approximation Theory
Approximating Eigenvalues
Numerical Algebra
Numerical Algebra
Direct Methods for Linear Systems
Sensitivity & Round-off Error Analysis
Solve Least Square Problems
Classic Iterative Methods for Linear Systems
Conjugate Gradient Method
Solve Asymmetric Eigenvalue Problems
Solve Symmetric Eigenvalue Problems
Physics (H)
Physics (H)
Electrostatics
Current
Electromagnetics
Optics
Quantum
Python Basics
Python Basics
Review
Homework
C Programming
Information Theory
Math
Math
Differential Equations
Differential Equations
ODE
ODE
Existence of Solution
ODE System
PDE
PDE
Introduction
4 Linear PDEs
SDE
SDE
Introduction & Probability
Brownian Motion & "White Noise"
Stochastic Integrals
SDE
Applications
Probability Theory
Analysis
Analysis
Funcs of Real Vars
Funcs of Real Vars
Basics of Set Theory
Lebesgue Measure
Continuities
Geometry
Geometry
Quaternion
Quaternion
Basics
Quarternion
Interpolation
Readings
Readings
Diffusion Models
Diffusion Models
DDPM
DDIM
Score-based Generative Models
v-prediction
ICLR2024
ICLR2024
Singularity of Diffusion
Particle Filter + Diffusion
ICCV2023
ICCV2023
Latent Space of DDPM
DDPM for Multi-Modality Image Fusion
E2E Multi-View Feature Matching
Neural Network Basics
Neural Network Basics
LSTM & GRU
Normalization
Einsum
Miscs
Miscs
Abbrs
Metrics
Geometry
Quaternion
Comments
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