P(c|x) ∝ P(c) Π P(x_i|c) f(x) = L / (1 + e^{−k(x−x₀)}) H(X) = −Σ p(x_i) log p(x_i) P(A|B) = P(B|A)P(A) / P(B) P(A|B) = P(B|A)P(A) / P(B) f(x) = L / (1 + e^{−k(x−x₀)}) f(x) = L / (1 + e^{−k(x−x₀)}) Av = λv D_KL(P‖Q) = Σ P(x) log(P(x)/Q(x)) θ := θ − η∇J(θ) θ := θ − η∇J(θ) F(s) = ∫₀^∞ f(t)e^−st dt σ(z)_i = e^z_i / Σ_j e^z_j θ := θ − η∇J(θ) θ := θ − η∇J(θ) P(A|B) = P(B|A)P(A) / P(B) H(X) = −Σ p(x_i) log p(x_i) P(A|B) = P(B|A)P(A) / P(B) P(A|B) = P(B|A)P(A) / P(B) f(x) = L / (1 + e^{−k(x−x₀)}) f(x) = L / (1 + e^{−k(x−x₀)}) F(s) = ∫₀^∞ f(t)e^−st dt σ(z)_i = e^z_i / Σ_j e^z_j f(x) = L / (1 + e^{−k(x−x₀)}) F(s) = ∫₀^∞ f(t)e^−st dt f(x) = L / (1 + e^{−k(x−x₀)}) ∂u/∂t = α∇²u F(s) = ∫₀^∞ f(t)e^−st dt F(s) = ∫₀^∞ f(t)e^−st dt H(X) = −Σ p(x_i) log p(x_i)