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mathematicskit.abstract_algebra
Group actions
Character tables
Error-correcting codes
Finite fields
Gröbner bases
Groups
Homomorphisms
Polynomial ring arithmetic
Group structure
Subgroups and cosets
mathematicskit.calculus
Reverse-mode autodiff
Dual numbers
Method of exhaustion
Finite differences
Newton and Leibniz
Quadrature
Taylor series
mathematicskit.combinatorics
Counting
Combinatorial designs
Extremal combinatorics
Inclusion-exclusion
Matchings
Necklaces
Integer partitions
Pascal’s triangle
Integer sequences
Special numbers
Labeled trees
mathematicskit.complex_analysis
Conformal maps
Contour integrals
Domain coloring
Holomorphic functions
Residues
Series and singularities
mathematicskit.fractals_chaos
Box-counting dimension
Cellular automata
Fractal curves
Aggregation
Iterated function systems
Lindenmayer systems
Lyapunov exponents
Mandelbrot and Julia sets
Discrete maps
mathematicskit.geometry
Bézier curves
Convex hull
Curves and the Frenet-Serret frame
Distances between shapes
Enclosing circles
Point-in-polygon
Polygon area
Polyhedra
Proximity
Line simplification
Surfaces
Voronoi diagrams and Delaunay triangulation
mathematicskit.graph_theory
Assignment
Graph coloring
Connected components
Eulerian paths
Extremal graph theory
Hamiltonian cycles
Bipartite matching
Maximum flow
Ranking
Heuristic search
Shortest paths
Minimum spanning tree
Spectral graph theory
mathematicskit.information_theory
Channel codes
Channels
Entropy
Source coding
mathematicskit.linalg
Cholesky decomposition
Classical matrix theory
Eigenvalue algorithms
Iterative solvers
LU decomposition
QR decomposition
Numerical stability
Singular value decomposition
mathematicskit.number_theory
Continued fractions
Chinese Remainder Theorem
Diophantine equations
Elliptic curves
Integer factorization
Lattice reduction
Modular arithmetic
Primality
Distribution of primes
Quadratic residues
Sums of squares
Multiplicative functions
The zeta function
mathematicskit.numerical_analysis
Function approximation
Runge’s phenomenon and Chebyshev nodes
Floating-point arithmetic
Interpolation
Polynomials
Least-squares regression
Root finding
Cubic splines
mathematicskit.ode_dynamics
Bifurcation normal forms
Chaotic flows
Epidemic models
Excitable systems
Numerical integration
Limit cycles
The logistic map
Phase portraits
Poincare sections
Population models
Fixed-point stability
Stiffness and boundary-value problems
Synchronization
mathematicskit.optimization
Simulated annealing
Nonlinear conjugate gradient
Constrained optimization
Direct search
Dynamic programming
Game theory
Gradient descent
Nonlinear least squares
Linear programming
Momentum methods
Newton’s method and BFGS
One-dimensional search
Stochastic approximation
Benchmark functions
The travelling salesman problem
mathematicskit.pde
Advection schemes
Conservation laws and shocks
Poisson and Laplace equations
The heat equation
Spectral methods
Stability: CFL and von Neumann
The wave equation
mathematicskit.probability
Kolmogorov’s axioms
Bayesian inference
Branching processes
Classical problems
Continuous distributions
Discrete distributions
Limit theorems and inequalities
Markov chains
Markov chain Monte Carlo
Monte Carlo integration
Queueing theory
Stochastic differential equations
Random walks and Brownian motion
mathematicskit.special_functions
Airy functions
Bessel functions
Convolution
Elliptic functions
Error function and Fresnel integrals
Digital filters
Discrete Fourier transform
Gamma and beta functions
Hypergeometric functions
Lambert W function
Laplace transform
Mathieu functions
Orthogonal polynomials
Wavelets
Z-transform
Riemann zeta function
mathematicskit.statistics
Bootstrap resampling
Confidence intervals
Correlation
Descriptive statistics
Hypothesis tests
Likelihood
Multiple testing
Nonparametric tests
Principal component analysis
Linear regression
Shrinkage estimation
Time series
mathematicskit.topology
Complexes
Curves
Topological data analysis
Fixed points
Homology
Surfaces
Examples
Examples
Discrete maps
Discrete maps
#
Two-dimensional maps with strange attractors.
The Hénon attractor
The Hénon attractor
Show Source