Nonlinear Python Packages | PyPI Stats

casadi

CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.

830K 2K 441

springable

Nonlinear spring assembly solver and visualization

211K 11 0

casadi-gil-comp

CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.

4K 2K 441

nfem

NFEM Teaching Tool

2K 23 7

pyhsiclasso

Supervised, nonlinear feature selection method for high-dimensional datasets.

1K 195 40

shgo

Simplicial Homology Global Optimization

855 53 12

orbithunter

Framework for nonlinear dynamics and chaos

695 5 1

pyoptas

OpTaS: An optimization-based task specification library for trajectory optimization and model predictive control.

690 137 20

epistasis

A Python API for estimating statistical high-order epistasis in genotype-phenotype maps.

506 38 11

pynamical

Model, simulate, and visualize discrete nonlinear dynamical systems, chaos, and fractals

455 672 116

splitnewton

Bounded, SPLIT Newton solver with pseudo-transient continuation and backtracking. 15k+ downloads

452 5 0

kydlib

Routines for exploratory data analysis.

376 29 5

mousai

Harmonic Balance solvers.

313 27 11

trusspy

Nonlinear Truss Solver for Python

287 60 12

irnl-rdt-correction

Correction script to power the nonlinear correctors in the (HL-)LHC insertion regions based on RDTs.

252 1 0

scipybiteopt

Scipy style wrapper for Aleksey Vaneev's BiteOpt

130 0 1

lorenzpy

A Python package to simulate and measure chaotic dynamical systems.

120 0 1

reclac

RECLAC Python package

117 3 0

tsdss

Time series analysis tools.

108 0 0

easyae-samuel-revolinski

easy way for non-linear dimensionality increase or reduction

92 0 0

nonlinear-causal

nl-causal: nonlinear causal inference based on IV regression in Python

84 16 0

rank-similarity

Rank Similarity is a set of non-linear classification and transform tools for large datasets.

80 4 0

easyae

easy way for non-linear dimensionality increase or reduction

78 0 0

torczon

A NLP derivative-free solver using a modified version of the torczon algorithm

55 5 0