6 results found Sort:
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
hyperactive
nelder-mead
optimization
hill-climbing
random-search
meta-heuristic
machine-learning
simulated-annealing
evolution-strategies
bayesian-optimization
blackbox-optimization
constrained-optimization
tree-of-parzen-estimator
gradient-free-optimization
hyperparameter-optimization
particle-swarm-optimization
Created
2020-04-04
878 commits to master branch, last one 6 days ago
Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
gym
jax
ray
brax
metaheuristics
neuroevolution
gpu-acceleration
black-box-optimization
evolutionary-algorithms
evolutionary-strategies
evolutionary-computation
evolutionary-optimization
gradient-free-optimization
derivative-free-optimization
multi-objective-optimization
population-based-optimization
evolutionary-reinforcement-learinig
Created
2022-07-27
1,153 commits to main branch, last one 5 days ago
PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants (evolutionary algorithms/swarm-based optimizers/pattern search/...). [...
direct-search
random-search
metaheuristics
genetic-algorithms
global-optimization
evolution-strategies
black-box-optimization
differential-evolution
nonlinear-optimization
numerical-optimization
continuous-optimization
evolutionary-algorithms
optimization-algorithms
large-scale-optimization
zeroth-order-optimization
gradient-free-optimization
particle-swarm-optimization
derivative-free-optimization
population-based-optimization
estimation-of-distribution-algorithms
Created
2021-01-26
7,489 commits to main branch, last one 20 hours ago
ACL'2023: Multi-Task Pre-Training of Modular Prompt for Few-Shot Learning
Created
2022-04-28
70 commits to master branch, last one about a year ago
Gradient-free optimization method for multivariable functions based on the low rank tensor train (TT) format and maximal-volume principle.
Created
2022-08-15
31 commits to master branch, last one about a year ago
Gradient-free optimization method for the multidimensional arrays and discretized multivariate functions based on the tensor train (TT) format.
Created
2023-02-09
97 commits to main branch, last one about a month ago