Skip to content

Instantly share code, notes, and snippets.

@attentionmech
Last active June 2, 2025 18:51
Show Gist options
  • Save attentionmech/9b0c5aa8ea61c30e43ac09b940104df1 to your computer and use it in GitHub Desktop.
Save attentionmech/9b0c5aa8ea61c30e43ac09b940104df1 to your computer and use it in GitHub Desktop.
napkin

Part I: Algebraic Structures & Topological Foundations

Groups and Group Theory

  • Group: Abstract set with a binary operation satisfying associativity, identity, and invertibility. Captures symmetry and structure.
  • Subgroup: A subset that is itself a group under the same operation.
  • Normal Subgroup: Invariant under conjugation; key to forming quotient groups.
  • Quotient Group: The result of identifying elements differing by a normal subgroup; often used in symmetry reduction.
  • Group Homomorphism & Isomorphism: Structure-preserving maps between groups; isomorphisms show structural equivalence.
  • Group Action: A group acting on a set reveals symmetry in geometry and algebra.

Rings and Fields

  • Ring: A set with two operations: addition (forming an abelian group) and multiplication (associative, not necessarily invertible).
  • Ideal: Subset of a ring absorbing multiplication, critical in quotient ring constructions.
  • Quotient Ring: Formed by collapsing an ideal to zero; key in algebraic geometry and number theory.
  • Field: A ring where every nonzero element is invertible under multiplication.
  • Field Extensions: Understanding solutions of polynomials by expanding base fields.

Metric and Topological Spaces

  • Metric Space: Set with a distance function satisfying symmetry, triangle inequality, and positivity.
  • Topological Space: Abstracts nearness via open sets, enabling general continuity and convergence.
  • Open/Closed Sets: Defined via the topology; crucial in understanding continuity and limits.
  • Basis and Subbasis: Foundations for generating topologies.
  • Continuous Maps: Functions preserving the topological structure.
  • Homeomorphisms: Topological equivalence between spaces.
  • Compactness: Generalizes finite coverings; key in functional analysis and topology.
  • Connectedness & Path-connectedness: Concepts describing whether spaces can be split or traversed via paths.
  • Separation Axioms (T0-T4): Classify topologies based on distinguishability of points and closed sets.

Part II: Linear and Multilinear Algebra

Vector Spaces & Linear Maps

  • Vector Space: Algebraic structure closed under vector addition and scalar multiplication.
  • Subspace, Span, Basis, Dimension: Concepts to quantify and describe vector spaces.
  • Linear Map: Preserves linear structure; fundamental to analysis and geometry.
  • Isomorphisms and Automorphisms: Describe when vector spaces or transformations preserve full structure.

Spectral Theory

  • Eigenvectors and Eigenvalues: Describe intrinsic directions and scalings in transformations.
  • Diagonalization and Jordan Form: Simplify understanding of linear operators.
  • Invariant Subspaces: Subspaces preserved under linear operators.

Inner Product Spaces

  • Inner Product, Norm, and Orthogonality: Generalize geometric ideas to abstract spaces.
  • Orthogonal Projections and Orthonormal Bases: Central in Fourier analysis and optimization.

Duality and Tensor Products

  • Dual Space: Space of linear functionals; fundamental in functional analysis.
  • Tensor Products: Construct multilinear objects; bridge between linear algebra and geometry.

Part III: Abstract and Homological Algebra

Modules

  • Module over a Ring: Generalization of vector spaces over arbitrary rings.
  • Submodules, Quotients, Exact Sequences: Central tools in homological algebra.

Homological Tools

  • Chain Complexes and Homology: Algebraic method of encoding topological information.
  • Derived Functors and Ext/Tor: Measure obstructions to exactness.

Part IV: Geometry and Topology

Manifolds and Differential Topology

  • Manifolds: Locally Euclidean spaces that may globally curve or twist.
  • Charts, Atlases, and Smooth Structures: Tools for handling differentiability on curved spaces.
  • Tangent and Cotangent Spaces: Linear approximations of manifolds at a point.

Differential Forms and Integration

  • Exterior Algebra and Wedge Product: Basis for multivariable integration.
  • Stokes' Theorem: Unifies several classical theorems (e.g., Green, Gauss).

Algebraic Topology

  • Fundamental Group (\pi_1): Captures loops and holes.
  • Covering Spaces: Reveal the structure of \pi_1 through unwrapping.
  • Homology and Cohomology Groups: Classify spaces via cycles and boundaries.
  • Exact Sequences and Mayer-Vietoris: Tools for computation and analysis.

Part V: Functional and Real Analysis

Measure and Integration

  • Measure Space and Sigma-Algebra: Framework for assigning sizes to sets.
  • Measurable Functions and Lebesgue Integration: Robust tools for handling limits and convergence.

Function Spaces

  • L^p Spaces: Normed spaces essential in PDEs and harmonic analysis.
  • Convergence Theorems: Dominated, Monotone, Fatou's Lemma.

Topology of Function Spaces

  • Pointwise vs. Uniform Convergence: Critical in analysis and topology.
  • Compactness Criteria (Arzelà–Ascoli): Classify precompact sets in function spaces.

Part VI: Complex Analysis and Riemann Surfaces

Complex Functions

  • Holomorphic and Meromorphic Functions: Central to complex geometry.
  • Cauchy-Riemann Equations: Characterize complex differentiability.
  • Cauchy's Integral Theorem and Formula: Cornerstones of complex integration.

Residue Calculus and Applications

  • Residue Theorem: Efficient method for evaluating integrals.
  • Laurent Series and Poles: Tools to understand function behavior near singularities.

Riemann Surfaces

  • Complex Manifolds of Dimension One: Model sheets on which multivalued functions become single-valued.
  • Branch Cuts and Covering Maps: Resolve multi-valuedness in complex functions.

Part VII: Algebraic Geometry and Number Theory

Varieties and Schemes

  • Affine and Projective Varieties: Defined by polynomial equations.
  • Schemes: Generalization using spectrum of rings, bridging geometry and algebra.
  • Sheaves and Sheaf Cohomology: Local-to-global tools to track data.

Number Fields and Arithmetic Geometry

  • Number Fields and Ring of Integers: Extensions of \mathbb{Q} with rich arithmetic.
  • Dedekind Domains and Factorization of Ideals: Structure in rings beyond \mathbb{Z}.
  • Galois Theory: Deep interplay between field extensions and symmetry groups.
  • Frobenius Element and Artin Symbol: Key players in unramified extensions.

Part VIII: Category and Homotopy Theory

Category Theory

  • Categories, Functors, and Natural Transformations: Framework for comparing structures.
  • Limits, Colimits, Adjunctions: Abstract constructions with concrete implications.

Homotopy and Higher Structures

  • Homotopy Theory: Studies spaces up to continuous deformation.
  • Higher Categories and n-Categories: Extend the categorical framework to stratified morphisms.

Part IX: Foundations and Set Theory

ZFC and Beyond

  • Axiomatic Set Theory (ZFC): Foundation for most of mathematics.
  • Ordinal and Cardinal Numbers: Measure order type and size.
  • Large Cardinals and Consistency Strengths: Extend foundational horizons.
  • Forcing and Model Theory: Build new set-theoretic universes.
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment