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mathematical-programming

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A Mathematics for Data Science assignment-cum-term-project that formulates satellite DEM elevation error correction as a single convex least-squares optimization problem, solved five independent mathematical ways — Normal Equations, SVD, PCA Regression, Gradient Descent, and Newton's Method — all implemented in raw NumPy with no ML libraries.

  • Updated Sep 25, 2026
  • Python
rhetor

Rhetor is an Integrated Modelling Environment for modelling and solving mixed-integer linear programming problems. Rhetor supports a subset of the Optimisation Programming Language (OPL) syntax and compiles to Gurobi or Scipy (Highs). Rhetor integrates GenAI features to support and automate the modelling process.

  • Updated Sep 22, 2026
  • AMPL

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