GuilhermePortilho

GuilhermePortilho's starred repositories

GLPK.jl

A Julia interface to the GNU Linear Programming Kit

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DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

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talos

Hyperparameter Experiments with TensorFlow and Keras

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cvxpylayers

Differentiable convex optimization layers

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GPyOpt

Gaussian Process Optimization using GPy

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pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

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Optim.jl

Optimization functions for Julia

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hyperopt-sklearn

Hyper-parameter optimization for sklearn

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cvxportfolio

Portfolio optimization and back-testing.

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SMAC3

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

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hyperparameter-optimization

Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms

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model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

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Spearmint

Spearmint Bayesian optimization codebase

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botorch

Bayesian optimization in PyTorch

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scikit-optimize

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

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hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

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go-perfbook

Thoughts on Go performance optimization

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optuna

A hyperparameter optimization framework

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BayesianOptimization

A Python implementation of global optimization with gaussian processes.

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PyomoContainer

Docker container for optimization with pyomo and some of MINLP solvers.

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suspect

Special Structure Detection for Pyomo

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chama

Python package for sensor placement optimization

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pyomo-tutorial

Introduction to mathematical programming with Pyomo (Python)

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urbs

A linear optimisation model for distributed energy systems

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romodel

Modeling robust optimization problems in Pyomo

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pyomo-model-libraries

Libraries of Pyomo test problems

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PyomoGettingStarted

IPython notebooks that illustrate the Pyomo optimization modeling software

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Pyomo

Pyomo respository provides a comprehensive library of solved models in Supply chain management

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ND-Pyomo-Cookbook

A repository of Pyomo examples.

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PyomoGallery

A collection of Pyomo examples

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