JuliaAI/MLJTuning.jl

Hyperparameter optimization algorithms for use in the MLJ machine learning framework

Language: Julia - Size: 617 KB - Last synced: 5 days ago - Pushed: 6 days ago - Stars: 67 - Forks: 12

SimonBlanke/Gradient-Free-Optimizers

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

Language: Python - Size: 21.2 MB - Last synced: 6 days ago - Pushed: 7 days ago - Stars: 1,119 - Forks: 77

mlr-org/mlr3fselect

Feature selection package of the mlr3 ecosystem.

Language: R - Size: 11.7 MB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 19 - Forks: 4

Evolutionary-Intelligence/pypop

PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants. https://pypop.rtfd.io/

Language: Python - Size: 891 MB - Last synced: 11 days ago - Pushed: 11 days ago - Stars: 171 - Forks: 25

franneck94/TensorCross

Cross Validation, Grid Search and Random Search for TensorFlow 2 Datasets

Language: Python - Size: 734 KB - Last synced: 19 days ago - Pushed: 19 days ago - Stars: 14 - Forks: 3

LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

Language: Jupyter Notebook - Size: 235 KB - Last synced: 26 days ago - Pushed: over 1 year ago - Stars: 1,255 - Forks: 298

williamFalcon/test-tube

Python library to easily log experiments and parallelize hyperparameter search for neural networks

Language: JavaScript - Size: 1.45 MB - Last synced: 23 days ago - Pushed: almost 2 years ago - Stars: 735 - Forks: 75

kisimoff/Lunar_Lander

Java, R, OpenRefine | An evolutionary algorithm for a lunar lander using random and grid search for parameter tuning in combination with R for analyzing the results and relationships.

Language: Java - Size: 18.9 MB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

sorodocosmin/feedbackHHC

This project focuses on analyzing patient feedback regarding the treatment provided by home healthcare service agencies.

Language: Python - Size: 5.52 MB - Last synced: 4 days ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

Akash1070/Machine-Learning-

Learning Machine Learning Through Data

Language: Jupyter Notebook - Size: 4.65 MB - Last synced: 2 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

triepels/CrossValidation.jl

Cross-validation in Julia

Language: Julia - Size: 201 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 3 - Forks: 0

VelbazhdSoftwareLLC/IthakaBoardGame

Ithaka board game is played on a four by four square grid with three pieces in each of four colors.

Language: Java - Size: 65.5 MB - Last synced: 3 months ago - Pushed: 6 months ago - Stars: 10 - Forks: 5

aflaag/random_search

A neural network model that can approximate any non-linear function by using the random search algorithm for the optimization of the loss function.

Language: Rust - Size: 60.5 KB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 3 - Forks: 0

maxim5/hyper-engine

Python library for Bayesian hyper-parameters optimization

Language: Python - Size: 399 KB - Last synced: 11 days ago - Pushed: almost 6 years ago - Stars: 85 - Forks: 22

ashutoshtiwari13/Simple-Random-Search

A simple random searching technique which provides a competitive approach to Reinforcement learning for Locomotion related tasks on Mu-Jo-Co bodies like Humanoid, Half-Cheetah etc

Language: Python - Size: 1.97 MB - Last synced: about 2 months ago - Pushed: almost 2 years ago - Stars: 7 - Forks: 2

hyeonsangjeon/Hyperparameters-Optimization

Hyperparameters-Optimization

Language: Jupyter Notebook - Size: 12.1 MB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 16 - Forks: 2

bhattbhavesh91/decision_tree_grid_search

Implementation of Grid Search to find better hyper-parameters for decision tree to reduce the over fitting.

Language: Jupyter Notebook - Size: 2.68 MB - Last synced: about 1 month ago - Pushed: about 3 years ago - Stars: 11 - Forks: 19

eHarmony/spotz

Spark Parameter Optimization and Tuning

Language: Scala - Size: 227 KB - Last synced: 3 months ago - Pushed: about 6 years ago - Stars: 31 - Forks: 8

AmirHHasani/Auto-tuning-of-Classic-Machine-Learning-Models-Hyperparameters-Using-Scikit-Learn

Using Scikit-Learn to optimize some of the hyperparameters of Classic ML Models

Language: Jupyter Notebook - Size: 74.2 KB - Last synced: 6 months ago - Pushed: over 1 year ago - Stars: 1 - 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: 6 months ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0

ayjab/tune_ml

This repository is useful for tuning machine learning models for both classification and regression using four methods: Bayesian Optimization, Random Search, Grid Search, and Optuna.

Language: Python - Size: 53.7 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

pgeedh/Hyperparameter-Tuning-with-Keras-Tuner

Practical experience in hyperparameter tuning techniques using the Keras Tuner library. Hyperparameter tuning plays a crucial role in optimizing machine learning models, and this project offers hands-on learning opportunities. Exploring different hyperparameter tuning methods, including random search, grid search, and Bayesian optimization

Language: Jupyter Notebook - Size: 786 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

max-andr/square-attack

Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]

Language: Python - Size: 12.5 MB - Last synced: 7 months ago - Pushed: almost 4 years ago - Stars: 128 - Forks: 24

Shahul-Rahman/NPROS

NPROS: A Not So Pure Random Orthogonal Search Algorithm –A Suite of Random Optimization Algorithms Driven by Reinforcement Learning

Language: Jupyter Notebook - Size: 2.44 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 3 - Forks: 0

ISG-Siegen/lenskit-auto

An AutoRecSys Library built around LensKit. Performs automatic algorithm selection, hyperparameter optimzation and ensembling on LensKit models.

Language: Python - Size: 2.55 MB - Last synced: about 2 months ago - Pushed: 7 months ago - Stars: 1 - Forks: 1

vinayak1998/Automated-Conference-Scheduler

Optimization of Conference Schedule using AI search methods

Language: C++ - Size: 345 KB - Last synced: 8 months ago - Pushed: over 5 years ago - Stars: 1 - Forks: 2

GiorgiaAuroraAdorni/CAT-optimal-hybrid-solver

The CAT Optimal Hybrid Solver is a tool designed to tackle the cross array task (CAT) activity designed to assess algorithmic thinking skills in the context of K-12 education.

Language: Python - Size: 35.6 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

MarcLinderGit/raisins

In this project, I aim to predict raisin variety using machine learning. The dataset includes raisin features and two classes: 'Kecimen' and 'Besni.' We employ Decision Tree and Logistic Regression models, optimizing them with Grid Search and Randomized Search for improved performance.

Language: Jupyter Notebook - Size: 83 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

AlinaBaber/OpenAIGymGames-GameAgent-RandomSearch

Language: Python - Size: 1000 Bytes - Last synced: 9 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

fcakyon/ieee-fraud-detection

IEEE Fraud Detection with XGBoost and CatBoost

Language: Jupyter Notebook - Size: 268 KB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 4 - Forks: 0

m-pektas/BFAS

Brute Force Architecture Search

Language: Python - Size: 193 KB - Last synced: about 1 month ago - Pushed: 5 months ago - Stars: 4 - Forks: 0

stefantaubert/quora-competition

Code for Quora Competition on Kaggle

Language: Python - Size: 457 KB - Last synced: 10 months ago - Pushed: over 6 years ago - Stars: 3 - Forks: 2

FridayVision/UsedCarPricePrediction

We have developed a regression model aiming to predict the prices of used cars in India using the attributes from the dataset.

Language: Jupyter Notebook - Size: 678 KB - Last synced: 10 months ago - Pushed: almost 4 years ago - Stars: 2 - Forks: 1

rao208/Deep-Learning-Lab

Deep Learning Laboratory course at Albert-Ludwigs-University Freiburg

Language: Jupyter Notebook - Size: 45.9 MB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

gauravsharma884/Big-Data-And-Data-Analytics

This repository contains all the work projects carried out with respect to learning and experiments on Big Data Analytics. The scripts are formed to build machine learning models for future predictions.

Language: Jupyter Notebook - Size: 11.1 MB - Last synced: 11 months ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

Greenwicher/PyPRS

The python implementation of Partition-based Random Search for stochastic multi-objective optimization via simulation

Language: C - Size: 56.5 MB - Last synced: almost 1 year ago - Pushed: over 6 years ago - Stars: 7 - Forks: 1

joeanton719/useful_codes

codes related to hyperparameter tuning and some classes, functions, etc. I have created to optmize classification problems (Continuously being updated ).

Language: Jupyter Notebook - Size: 96.7 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

fra31/sparse-rs

Sparse-RS: a versatile framework for query-efficient sparse black-box adversarial attacks

Language: Python - Size: 8.97 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 29 - Forks: 4

AnushreeSrivastava/N-Queen-Problem

Solving n-queen problem using Python programming language

Language: Python - Size: 96.7 KB - Last synced: over 1 year ago - Pushed: about 4 years ago - Stars: 2 - Forks: 1

ramtiin/Automated-Design-of-Symmetric-Autoencoders-Using-Genetic-Algorithms

This project presents a novel approach for optimizing the architecture of symmetric, undercomplete autoencoders for dimensionality reduction using a genetic algorithm.

Language: Jupyter Notebook - Size: 563 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1

JeremieGince/AutoMLpy

This package is an automatic machine learning module whose function is to optimize the hyper-parameters of an automatic learning model.

Language: Python - Size: 13.4 MB - Last synced: 11 days ago - Pushed: over 2 years ago - Stars: 3 - Forks: 0

matheusventurads/health-insurance-cross-sell

Cross Sell Prediction for Health Insurance Company.

Language: Jupyter Notebook - Size: 24.9 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Davisy/Hyperparameter-Optimization-Techniques

Different hyperparameter optimization methods to get best performance for your Machine Learning Models

Language: Jupyter Notebook - Size: 1.11 MB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 13 - Forks: 11

pySRURGS/pyGOURGS

Global optimization by uniform random global search

Language: Python - Size: 794 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 4 - Forks: 4

fantine/hptuning

Hyper parameter tuning for machine learning

Language: Python - Size: 9.77 KB - Last synced: about 2 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

angelgaspar/randomsearch

A simple n-dimensional random search algorithm

Language: Python - Size: 10.7 KB - Last synced: 18 days ago - Pushed: almost 4 years ago - Stars: 4 - Forks: 2

prathameshbelurkar/Data-Modeling

Creating and Managing Machine Learning Models

Language: Jupyter Notebook - Size: 8.31 MB - Last synced: 29 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

An-Dongsun/Section2-Project

머신러닝 프로젝트 : 심장병 예측 모델 제작 및 해석

Language: Jupyter Notebook - Size: 95.1 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

ankit013/Bayesian-Optimization

Hyperparameter Optimization

Language: Jupyter Notebook - Size: 461 KB - Last synced: over 1 year ago - Pushed: about 4 years ago - Stars: 3 - Forks: 0

wol4aravio/OSOL.Extremum

Open-Source Optimization Library - Extremum

Language: Python - Size: 3.63 MB - Last synced: 4 months ago - Pushed: almost 2 years ago - Stars: 4 - Forks: 0

stephaniaslis/Salary

Previsão do salário (acima ou abaixo de 50K) utilizando decision tree classifier, otimização por random search, cross validation, validation curve, learning curve.

Language: Jupyter Notebook - Size: 977 KB - Last synced: over 1 year ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

somjit101/Microsoft-Malware-Detection

A multi-class classification problem where the task is to classify a file to one of 9 types of Malware usually found in a Windows system, using information from the raw data and metadata of the file.

Language: Jupyter Notebook - Size: 13 MB - Last synced: 11 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

mlampros/RandomSearchR

Find the optimal parameters of an algorithm using random search in R

Language: R - Size: 166 KB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 2 - Forks: 2

manashpratim/Speech-To-Transcript

Language: Jupyter Notebook - Size: 376 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

sourcecode369/Augmented-Random-Search-

The repository includes the Augmented Random Search algorithm implemented from scratch in Python. This AI algorithm as released on March 2018 research paper is a faster and more efficient than other reinforcement algorihtms.

Language: Python - Size: 38 MB - Last synced: over 1 year ago - Pushed: almost 6 years ago - Stars: 5 - Forks: 3

TanyaChutani/Hyperparameter-Optimization

Implementing different approaches of hyperparameter optimization including random search and bayesian optimization

Language: Jupyter Notebook - Size: 36.1 KB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 0 - Forks: 1

Mexator/Orcs-vs-Humans-rugby

Assignment on Introduction to AI, Innopolis, Spring 2020

Language: Prolog - Size: 190 KB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

benjides/Maizal

Search algorithm framework to find and expand trees.

Language: JavaScript - Size: 68.4 KB - Last synced: 5 days ago - Pushed: about 5 years ago - Stars: 1 - Forks: 1

amirziai/autokeras

Hyper-parameter + encoding + architecture grid/random search for keras

Size: 3.91 KB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 2 - Forks: 0

jieliang/prioritizing_shelter_animals_for_adoption

Python code using supervised learning to prioritize shelter animals by their probability of getting adopted to maximize the rate of adoption.

Language: Jupyter Notebook - Size: 622 KB - Last synced: over 1 year ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0