Peroxide Gallery

• Linear Algebra
  • Gaussian Elimination
  • WAZ factorization
  • QR Decomposition
  • Solve
• Machine Learning
  • Multi Layer Perceptron
  • Linear regression
  • Linear ridge regression
  • SVM
• Numeric
  • RK4 with netcdf
  • RK4 with plot: Ver 0.37.1
  • Lebenverg Marquardt
  • Reduced Row Echelon Form
  • Newton Cotes quadrature
  • ODE with Environment: Ver 0.37.1
  • Root Finding: Ver 0.37.1
  • Root Finding via ad_function: Ver 0.37.1
  • Root Finding via radient: Ver 0.37.1
  • Linear regression with error
  • Lorenz Butterfly: Ver 0.37.1
  • Cubic Hermite Spline: Ver 0.37.1
  • Truncated Cubic Hermite Spline: Ver 0.37.1
  • Velocity Verlet Algorithm
  • Newmark Beta method: Ver 0.37.1
  • ODE with stop condition
  • Numerical Integration with Importance Sampling: Ver 0.37.1
  • Discrete Cosine Transform: Ver 0.37.1
  • Cubic B-Spline Basis functions: Ver 0.37.2
• Statistics
  • Brownian Motion (Random walk)
  • Sampling from Transition probability
  • Solution of Diffusion Equation
  • Geometric Brownian Motion
• Physics (Ver: 0.30.0)
  • Estimate Ground state of Yukawa potential
  • Falling with Air resistance
  • Approximate Pi with Elastic collision
• Plot
  • matplotlib with netcdf
  • peroxide's plot feature
  • matplotlib with parquet
• IO
  • DataFrame tutorial
  • peroxide with polars
  • Save Matrix