5 results found Sort:

rfeinman
pytorch-minimize rfeinman
36
325
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 9 months ago
cvanaret
Uno cvanaret
23
307
mit
11
A next-gen Lagrange-Newton solver for nonconvex constrained optimization. Unifies barrier and SQP methods in a generic way, and implements various globalization flavors (line search/trust region and m...
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
1,816 commits to main branch, last one 8 days ago
SciML
NonlinearSolve.jl SciML
42
244
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
2,003 commits to master branch, last one 8 days ago
je-suis-tm
machine-learning je-suis-tm
51
230
apache-2.0
5
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 2 years ago
alordash
newton-fractal alordash
3
105
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