Awesome Open Source

Programming Languages

Search results for optimization gradient

116 search results found

Nevergrad ⭐ 3,792

A Python toolbox for performing gradient-free optimization

Scikit Optimize ⭐ 2,700

Sequential model-based optimization with a `scipy.optimize` interface

Higher ⭐ 1,265

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

Gradient Free Optimizers ⭐ 1,072

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

Numerical optimization in pure Rust

Cppnumericalsolvers ⭐ 766

a lightweight C++17 library of numerical optimization methods for nonlinear functions (Including L-BFGS-B for TensorFlow)

Optml_course ⭐ 761

EPFL Course - Optimization for Machine Learning - CS-439

Ensmallen ⭐ 675

A header-only C++ library for numerical optimization --

🎯 A comprehensive gradient-free optimization framework written in Python

Optimtraj ⭐ 462

A trajectory optimization library for Matlab

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

Guided Evolutionary Strategies ⭐ 235

Guided Evolutionary Strategies

Learningx ⭐ 213

Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

Spins B ⭐ 204

Photonic optimization library

ADflow is a finite volume RANS solver tailored for gradient-based aerodynamic design optimization.

Sgdlibrary ⭐ 181

MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20

DAFoam: Discrete Adjoint with OpenFOAM for High-fidelity Multidisciplinary Design Optimization

Grad_traj_optimization ⭐ 166

Gradient-Based Online Safe Trajectory Generator

Pix2latent ⭐ 149

Code for: Transforming and Projecting Images into Class-conditional Generative Networks

Adatune ⭐ 144

Gradient based Hyperparameter Tuning library in PyTorch

Gradient based hyperparameter optimization & meta-learning package for TensorFlow

Bilevel Optimization Library in Python for Multi-Task and Meta Learning

Powersgd ⭐ 112

Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727

Downhill ⭐ 102

Stochastic gradient routines for Theano

Hypergradient Descent ⭐ 95

Hypergradient descent

Deep Learning Specialization Coursera ⭐ 92

Deep Learning Specialization courses by Andrew Ng, deeplearning.ai

Autoptim ⭐ 91

Automatic differentiation + optimization

Fork of http://www.pyopt.org/ (python3 compatible)

Proximal optimization in pure python

Learningtolearn ⭐ 70

Collection of algorithms to learn loss and reward functions via gradient-based bi-level optimization.

Optimization Fivt ⭐ 59

Lectures on optimization methods

Hyperparameter optimization with approximate gradient

Diffgrad ⭐ 51

diffGrad: An Optimization Method for Convolutional Neural Networks

Riemannian stochastic optimization algorithms: Version 1.0.3

Liboptpy ⭐ 51

Implementation of various optimization methods

Neural Net Optimization ⭐ 49

PyTorch implementations of recent optimization algorithms for deep learning.

Network Distributed Algorithm ⭐ 48

Experiments for distributed optimization algorithms

(Python, R, C) Poisson matrix factorization (non-Bayesian version) (recommender systems)

Numerical Optimization Books ⭐ 43

Collected study materials in Numerical Optimization ANU@MATH3514(HPC)

Gradient-based hyperparameter optimization package with TensorFlow

Autodiff ⭐ 40

A .NET library that provides fast, accurate and automatic differentiation (computes derivative / gradient) of mathematical functions.

Optimization Js ⭐ 36

Unconstrained, first and zero order gradient descent optimization in JavaScript. http://optimization-js.github.io/optimization-js/

Meta Optim Public ⭐ 36

Understanding Short-Horizon Bias in Stochastic Meta-Optimization

Motion_planning ⭐ 31

Mdocourse ⭐ 31

Materials for my Structural and Multidisciplinary Design Optimization course

Optimkit.jl ⭐ 30

OptimKit: A blissfully ignorant Julia package for gradient optimization

Optimpack ⭐ 30

OptimPack is a library for large optimization problems.

Variance_reduced_neural_networks ⭐ 29

Implementation of SVRG and SAGA optimization algorithms for deep learning topics.

Optimization_of_image_description_metrics_using_policy_gradient_methods ⭐ 29

Tensorflow implement of paper: Optimization of image description metrics using policy gradient methods

Optimization in Python: Linear and non-linear optimization methods.

Swift Tensor Extensions for Machine-learning

Gdlibrary ⭐ 27

Matlab library for gradient descent algorithms: Version 1.0.1

sopt:A simple python optimization library

Nlsolvers.jl ⭐ 26

No bells and whistles foundation of Optim.jl

Machine Learning Regression ⭐ 25

Built house price prediction model using linear regression and k nearest neighbors and used machine learning techniques like ridge, lasso, and gradient descent for optimization in Python

Learning to Learn: Gradient-free Optimization framework

Mathoptsetdistances.jl ⭐ 24

Distances to sets for MathOptInterface

Visualizing_momentum ⭐ 23

Visualizing Gradient Descent with Momentum in Python

Optimizers.numpy ⭐ 23

Learning Action-Value Gradients in Model-based Policy Optimization

RBF Network using Theano, climin, and sklearn.

Nextai Machinelearning ⭐ 21

Materials for the NextAI Technical Stream Course on Machine Learning

Fmin_adam ⭐ 21

Matlab implementation of the Adam stochastic gradient descent optimisation algorithm

Robustopt ⭐ 21

Seminars Fivt ⭐ 21

Seminars on optimization methods for DIHT MIPT

Sparsegdlibrary ⭐ 21

MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3

Pydata London 2018 ⭐ 20

Slides and notebooks for my tutorial at PyData London 2018

Robodojo.jl ⭐ 20

A differentiable simulator for robotic systems.

Tf Hypergrad ⭐ 20

simple example of gradient-based hyperparameter optimization using tensorflow

Gcmaes.jl ⭐ 19

Gradient-based Covariance Matrix Adaptation Evolutionary Strategy for Real Blackbox Optimization

Autohoot ⭐ 19

Automatic High-Order Optimization for Tensors

Gradient Energy Matching ⭐ 17

Manuscript and code for the paper "Gradient Energy Matching for Distributed Asynchronous Gradient Descent".

Relative Gradient Jacobian ⭐ 17

Relative gradient optimization of the Jacobian term in unsupervised deep learning.

Phaenotyp ⭐ 17

Phänotyp allows to perform genetic mutation of architectural structures. Furthermore it can be used to analyze moving shapes. This is especially useful when working on kinematic architectural projects. The tool is focusing on early stages of the design process and can be used for free without any warranty. If you want to participate in the project please get in contact via:

Gradient_regularized_gan ⭐ 17

Code for "Gradient descent GAN optimization is locally stable"

Ista_lasso ⭐ 15

Iterative Shrinkage Thresholding Algorithm (ISTA) for LASSO problem

Scala Data Science ⭐ 15

Data Science in Scala - Conf. Talk Repo

A toolbox for MRI gradient design

Reinforcement Learning ⭐ 14

Inference on marginal distributions using gradient-based optimization

Sgd Slam ⭐ 12

Stochastic Gradient Descent SLAM in JavaScript/HTML5. Implementation of SLAM by SGD graph optimization by Olson et al. (2006)

Optimize ⭐ 12

Optimization Library

Cgds Package ⭐ 12

Package for CGD and ACGD optimizers

Minimize ⭐ 11

Conjugate gradients minimization

Custom Optimizer On Keras ⭐ 11

Custom Optimizer on Keras

Optimization_algos ⭐ 11

basic implementation of a bunch of optimization algorithms

Lyceumai.jl ⭐ 10

Paper reading list

Ds3_practical_optim_for_ml ⭐ 9

Notebooks from DS3 course on practical optimization

Neuralnetwork ⭐ 9

Neural Network implementation in Numpy and Keras. Batch Normalization, Dropout, L2 Regularization and Optimizers

Official code for the "Optimal Variance Control of the Score Function Gradient Estimator for Importance Weighted Bounds"

Deep Bayesian Quadrature Policy Optimization ⭐ 9

Official implementation of the AAAI 2021 paper Deep Bayesian Quadrature Policy Optimization.

NOW - Numerical Optimization of gradient Waveforms

Coursera Ng Improving Deep Neural Networks Hyperparameter Tuning Regularization And Optimization ⭐ 9

Short description for quick search

Python Gradient-Based Optimization Tool

A python implementation of the spectral projected gradient (SPG) optimization method

Consistent Video Saliency Using Local Gradient Flow Optimization And Global Refinement ⭐ 9

Consistent video saliency using local gradient flow optimization and global refinement

A collection of gradient-based optimization methods.

R Package for Unconstrained Numerical Optimization

Advanced Opt ⭐ 8

Presentations of the advanced topics in optimization

Related Searches

Python Optimization (2,368)

Python Gradient (1,485)

C Plus Plus Optimization (860)

Algorithms Optimization (824)

Jupyter Notebook Optimization (715)

Jupyter Notebook Gradient (660)

Matlab Optimization (651)

Javascript Optimization (642)

Javascript Gradient (594)

1-100 of 116 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.