A mathematics undergraduate summarization book with JULIA and Python codes
Coverage:
- Calculus
- Basic Elementary Linear Algebra
- Basic Discrete Mathematics
- Basic Probability and Statistics
- Basic Dynamical System and Bifurcation Theory
- Differential Equations
- Partial Differential Equation
- Introduction to Real Analysis
The current book can be seen here (in pdf format):
Lasthrim Projection book (July 18th, 2024)
Chapter 0: Preliminaries | Chapter 1: Limits |
---|---|
ch0-7-plotsincoswithpi.jl | ch1-1-plotlimitfunctions.jl |
Chapter 2: The Derivative | Chapter 3: Applications of the Derivative |
---|---|
ch2-2-thederivative-leibniznotation.jl | ch3-5-applicationsofthederivative-example1-f(x).jl |
Chapter 4: The Definite Integral | Chapter 5: Applications of the Integral |
---|---|
ch4-6-trapezoidalruleplot | ch5-2-solidofrevolution |
Chapter 1: Systems of Linear Equations and Matrices | Gaussian Elimination |
---|---|
ElementaryLinearAlgebra.ipynb |
Chapter 1: Row Reduction with Variables | Chapter 2: Cramer's Rule |
---|---|
Chapter 3: Euclidean Vector Spaces | Chapter 3: Norm of a Vector in 3-D |
---|---|
Chapter 10: Fractals-Sierpinski Triangle | Coming soon |
---|---|
ch10-13-fractals-sierpinskitriangle1.jl |
Chapter 1: Logic and Proofs | Chapter 2: Sets, Functions, Sequences, and Sums |
---|---|
ch1-tautology.jl | ch2-venndiagram.jl |
Chapter 1.1: Direction Fields | Chapter 1.2: Solutions of Some Differential Equations |
---|---|
ElementaryDifferentialEquations.ipynb |
Chapter 2.2: Direction Field and Integral Curves | Chapter 2: |
---|---|
ElementaryDifferentialEquations.ipynb |
MyLeo Pendulum | Wait for it |
---|---|
pendulumplot1.jl |
Chapter 1: Logic and Proofs | Chapter 2: Quantifiers |
---|---|
RealAnalysis.ipynb |
Chapter 3: Rational Numbers | Chapter 4: Trigonometric Functions |
---|---|
RealAnalysis.ipynb |
Chapter 5: Complex Numbers | Chapter 6: Sequences |
---|---|
RealAnalysis.ipynb |
Cycloid Animation | Cycloid Around Cycloid |
---|---|
Click | Click |
3D Prism | 3D Half Cylinder |
---|---|
Click | Click |
3D Cylinder Plot | Solid of Revolution Around x and y |
---|---|
Click | Click |
Vector Field | Vector Field Changing Color |
---|---|
Click | Click |
Vector Field 3D | Electromagnetic Field Plot |
---|---|
Click | Click |
Heat Equation 3D Plot | Heat Equation 2D Plot |
---|---|
Click | Click |
Finite Difference 3D Cube | Finite Difference 3D Solution to Heat Equation |
---|---|
Click | Click |
Inverse Laplace Transform Plot | Laplace Transform 3D Plot |
---|---|
Click | Click |
Laplace Transform Plot | Laplace Transform Computation |
---|---|
Click | Click |
Fourier Transform Plot | Fourier Series Animation |
---|---|
Click | Click |
Fourier Series: Time to Frequency Spectrum | Fourier Series 3 Sine Waves |
---|---|
Click | Click |
Fourier Series 3D Synthesis DFT | Fourier Series Real Form |
---|---|
Click | Click |
Fourier Series Computing | Fourier Series DFT |
---|---|
Click | Click |
Heat Equation 1 dimension | Fourier Series Computation and Plot |
---|---|
Click | Click |
Maze Solver | Sliding Tile Solver |
---|---|
Click | Click |
Barnsley Fern | Sierpinski Carpet |
---|---|
Click | Click |
Koch Snowflake | Hilbert Curve |
---|---|
Click | Click |
Droste Maker | Flood Fill |
---|---|
Click | Click |
- Purcell, Edwin J., Varberg Dale, Rigdon, Steven E. Calculus 9th Edition
- https://stackoverflow.com/
- Rorres, Chris, Anton, Howard. Elementary Linear Algebra with Supplemental Applications 10th Edition
- Boyce, William E., DiPrima, Richard C. Elementary Differential Equations and Boundary Value Problems 9th Edition
- Simmons, George F., Differential Equations With Applications and Historical Notes 3rd Edition
- Julia Discourse (https://discourse.julialang.org)