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pytorch-minimize rfeinman

33

290

mit

9

Newton and Quasi-Newton optimization with PyTorch

pytorch minimization optimization newton-method quasi-newton-method

Created 2021-04-02

313 commits to master branch, last one 3 months ago

NonlinearSolve.jl SciML

39

215

mit

13

High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

julia sciml bracketing equilibrium steady-state factorization newton-krylov newton-method sparse-matrix newton-raphson sparse-matrices nonlinear-equations differential-equations deep-equilibrium-models high-performance-computing scientific-machine-learning

Created 2020-08-30

1,270 commits to master branch, last one 2 days ago

machine-learning je-suis-tm

49

210

apache-2.0

4

Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Ma...

dbscan naive-bayes em-algorithm newton-method factor-analysis lasso-regression ridge-regression k-nearest-neighbors batch-gradient-descent low-rank-approximation support-vector-machine multinomial-naive-bayes expectation-maximization latent-semantic-analysis stochastic-gradient-descent linear-discriminant-analysis singular-value-decomposition independent-component-analysis sequential-minimal-optimization expectation-maximization-algorithm

Created 2018-04-05

345 commits to master branch, last one about a year ago

Uno cvanaret

14

202

mit

14

A next-gen solver for optimization with nonconvex objective and constraints. Reimplements filterSQP and IPOPT (barrier) in a modern and generic way, and unlocks a variety of novel methods. Competitive...

cpp optimization newton-method gradient-descent local-optimization optimization-solver optimization-methods interior-point-method nonlinear-programming quadratic-programming nonconvex-optimization nonlinear-optimization numerical-optimization continuous-optimization optimization-algorithms constrained-optimization mathematical-programming mathematical-optimization nonlinear-programming-algorithms sequential-quadratic-programming

Created 2021-09-29

1,360 commits to main branch, last one 15 hours ago

newton-fractal alordash

3

103

unknown

3

Drawing Newton's fractal using pure js, rust-wasm, SIMDs, threads and GPU

glsl rust simd wasm webgl webgl2 threads web-worker newton-method newton-fractal newton-fractals newtons-fractal

Created 2022-01-24

267 commits to main branch, last one 2 years ago