GitHub topics: gradient-free-optimization
inikishev/torchzero
Modular optimization library for PyTorch.
Language: Python - Size: 2.38 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 4 - Forks: 0
Evolutionary-Intelligence/pypop
[JMLR (CCF-A)] PyPop7: A Pure-Python LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* variants (from evolutionary computation, swarm intelligence, statistics, operations research, machine learning, mathematical optimization, etc.). [https://jmlr.org/papers/v25/23-0386.html]
Language: Python - Size: 958 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 250 - Forks: 39
SimonBlanke/Gradient-Free-Optimizers
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
Language: Python - Size: 38.3 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1,234 - Forks: 90
blockwise-direct-search/bds
Blockwise Direct Search (MATLAB version)
Language: MATLAB - Size: 8.19 MB - Last synced at: 2 days ago - Pushed at: 4 days ago - Stars: 4 - Forks: 11
EMI-Group/evox
Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
Language: Python - Size: 42.6 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 654 - Forks: 95
Hzfinfdu/MPMP
ACL'2023: Multi-Task Pre-Training of Modular Prompt for Few-Shot Learning
Language: Python - Size: 37.6 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 40 - Forks: 7
blockwise-direct-search/bds_development
Arhiva of the MATLAB version of Blockwise Direct Search
Language: MATLAB - Size: 76.2 KB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 0 - Forks: 0
thieu1995/EvoRBF
EvoRBF: A Nature-inspired Algorithmic Framework for Evolving Radial Basis Function Networks
Language: Python - Size: 4.01 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 7 - Forks: 1
anabatsh/PROTES
Gradient-free optimization method for the multidimensional arrays and discretized multivariate functions based on the tensor train (TT) format.
Language: Python - Size: 14.6 MB - Last synced at: 26 days ago - Pushed at: 2 months ago - Stars: 33 - Forks: 2
NREL/soogo
Surrogate-based 0-th Order Global Optimization for black-box problems.
Language: Python - Size: 21.4 MB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 7
sukiboo/smoothing_based_optimization
Implementation of smoothing-based optimization algorithms
Language: Python - Size: 5 MB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 1
AndreiChertkov/ttopt
Gradient-free optimization method for multivariable functions based on the low rank tensor train (TT) format and maximal-volume principle.
Language: Python - Size: 629 KB - Last synced at: 14 days ago - Pushed at: almost 2 years ago - Stars: 36 - Forks: 3
Jiangyan-Zhao/EPBO
Implementation code for the paper "Bayesian Optimization via Exact Penalty"
Language: R - Size: 1.96 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0
Elktrn/Gradient-Free-Reinforcement-Learning-solving-Openai-gym-LunarLanderV2-by-Evolution-Strategy-python
Gradient Free Reinforcement Learning solving Openai gym LunarLanderV2 by Evolution Strategy (Genetic Algorithm)
Language: Jupyter Notebook - Size: 119 KB - Last synced at: 23 days ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0
SimonBlanke/Surfaces
A collection and visualization of single objective black-box functions for optimization benchmarking.
Language: Python - Size: 14.4 MB - Last synced at: 16 days ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0
SimonBlanke/optimization-tutorial
Tutorials for the optimization techniques used in Gradient-Free-Optimizers and Hyperactive.
Language: Python - Size: 153 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 20 - Forks: 3
iabs-neuro/mango
🥠MANGO: Maximization of neural Activation via Non-Gradient Optimization
Language: Python - Size: 349 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 8 - Forks: 0
dizcza/MCMC_BinaryNet
Markov Chain Monte Carlo binary network optimization
Language: Python - Size: 688 KB - Last synced at: about 14 hours ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 4
AndreiChertkov/tetradat
Black-box adversarial attacks on deep neural networks with tensor train (TT) decomposition and PROTES optimizer.
Language: Python - Size: 79.1 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0
qihongl/demo-random-search-RL
a minimal implementation of the random search algorithm for reinforcement learning.
Language: Jupyter Notebook - Size: 194 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0
sukiboo/mollifier_smoothing
Numerical optimization via mollifier smoothing
Language: Python - Size: 49.8 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
liacov/OPTproj
Zeroth order Frank Wolfe algorithm. Project for the Optimization for Data Science exam.
Language: Jupyter Notebook - Size: 118 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0
marmakoide/eskit
ESKit is a portable library written in C, that provides implementations of some self-adaptive evolution strategies
Language: C - Size: 247 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
StatNLP/sparse_szo
Sparse Perturbations for Improved Convergence in Stochastic Zeroth-Order Optimization
Language: Python - Size: 1.68 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0
Catastropha/pydemic
Gradient free reinforcement learning for PyTorch
Language: Python - Size: 561 KB - Last synced at: about 1 month ago - Pushed at: almost 6 years ago - Stars: 5 - Forks: 0
petomuro/Snake-SL 📦
Snake SL - Supervised Learning that solves the Snake game. SL was implemented by Gradient-Free-Optimizers library available for Python, neural networks was created in Keras and game was created in Pygame.
Language: Python - Size: 6.45 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
petomuro/Snake-RL 📦
Snake RL - Reinforcement Learning that solves the Snake game. RL was implemented by Gradient-Free-Optimizers library available for Python, neural networks was created in Keras and game was created in Pygame.
Language: Python - Size: 14.7 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
libprima/.github
PRIMA: Reference Implementation for Powell's methods with Modernization and Amelioration
Size: 7.81 KB - Last synced at: 20 days ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 2
AroMorin/DNNOP
Deep Neural Network Optimization Platform with Gradient-based, Gradient-Free Algorithms
Language: Python - Size: 91 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 8 - Forks: 1
danielkelshaw/PySwallow
Particle Swarm Optimiser
Language: Python - Size: 130 KB - Last synced at: 10 days ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0
jbrea/SimultaneousPerturbationStochasticApproximation.jl
A Julia implementation of Simultaneous Perturbation Stochastic Approximation
Language: Julia - Size: 111 KB - Last synced at: 4 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0
hondoRandale/SimpleFWA.jl
fireworks swarm optimization - efficient derivative free solver.
Language: CSS - Size: 160 KB - Last synced at: 8 days ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
ayushkarnawat/profit
Exploring evolutionary protein fitness landscapes
Language: Python - Size: 15.2 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0
zsxkib/NAT-CW2
Particle Swarm Optimisation, Genetic Algorithm/Programming for (Gradient-Free) Neural Network Optimisation
Language: Jupyter Notebook - Size: 5.05 MB - Last synced at: 2 days ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1
