Scipy

entities · 8 notes linked

Related: Numpy · Scientific Computing · Hierarchical Clustering · Numerical Optimization · Mathematical Optimization · Sympy · Computational Geometry · Algorithms

Notes

• 2.7. Mathematical optimization: finding minima of functions — Scipy optimization guide covering gradient methods and practical strategies
• Cluster a Correlation Matrix (in python) – Wil Yegelwel — Reordering correlation matrix columns/rows using hierarchical clustering
• Computational Geometry in Python — Python scipy/sympy toolkit for computational geometry algorithms
• Least squares fitting with Numpy and Scipy — Python code tutorial for linear and nonlinear least-squares data fitting
• Numba vs. Cython: Take 2 — Python performance benchmark comparing Numba JIT and Cython for pairwise distance computation
• SciPy Hierarchical Clustering and Dendrogram Tutorial — SciPy hierarchical clustering with dendrogram visualization and cut-off selection
• rv_discrete# — SciPy base class for subclassing custom discrete probability distributions
• scipy.optimize.fmin — Gradient-free function minimization using Nelder-Mead simplex algorithm