User:Fradav/Books/Fradav's maths

Where to start

 * Category theory
 * Category theory
 * Monad (category theory)
 * Monad (functional programming)


 * Non-standard Analysis
 * Non-standard analysis
 * Internal set theory
 * Non-classical analysis
 * Criticism of non-standard analysis
 * Influence of non-standard analysis


 * Machine Learning
 * Machine learning
 * Gradient descent
 * Stochastic gradient descent
 * Gradient boosting
 * Deep learning
 * Automatic differentiation
 * Backpropagation
 * AdaBoost
 * Random forest


 * Topology
 * Cohomology
 * Homology (mathematics)
 * Algebraic topology
 * Abelian group
 * Topological space
 * Chain complex
 * Compact space
 * Manifold
 * Hilbert space
 * Knot theory
 * Link (knot theory)
 * Braid theory
 * Tangle (mathematics)


 * Scale relativity
 * Scale relativity
 * Renormalization group
 * Multifractal system


 * Proba-stats
 * Approximate Bayesian computation
 * Markov chain Monte Carlo
 * Gibbs sampling
 * Metropolis–Hastings algorithm
 * Simulated annealing
 * Cobordism