All Projects → naturalselection → Similar Projects or Alternatives

300 Open source projects that are alternatives of or similar to naturalselection

Mgo
Purely functional genetic algorithms for multi-objective optimisation
Stars: ✭ 63 (+270.59%)
Hyperparameter Optimization Of Machine Learning Algorithms
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
Stars: ✭ 516 (+2935.29%)
Hyperparameter hunter
Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries
Stars: ✭ 648 (+3711.76%)
Automl alex
State-of-the art Automated Machine Learning python library for Tabular Data
Stars: ✭ 132 (+676.47%)
Hyperopt Keras Cnn Cifar 100
Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.
Stars: ✭ 95 (+458.82%)
scikit-hyperband
A scikit-learn compatible implementation of hyperband
Stars: ✭ 68 (+300%)
maggy
Distribution transparent Machine Learning experiments on Apache Spark
Stars: ✭ 83 (+388.24%)
Smac3
Sequential Model-based Algorithm Configuration
Stars: ✭ 564 (+3217.65%)
Hyperband
Tuning hyperparams fast with Hyperband
Stars: ✭ 555 (+3164.71%)
Sherpa
Hyperparameter optimization that enables researchers to experiment, visualize, and scale quickly.
Stars: ✭ 289 (+1600%)
Auto Sklearn
Automated Machine Learning with scikit-learn
Stars: ✭ 5,916 (+34700%)
Rl Baselines Zoo
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
Stars: ✭ 839 (+4835.29%)
bbopt
Black box hyperparameter optimization made easy.
Stars: ✭ 66 (+288.24%)
mltb
Machine Learning Tool Box
Stars: ✭ 25 (+47.06%)
syne-tune
Large scale and asynchronous Hyperparameter Optimization at your fingertip.
Stars: ✭ 105 (+517.65%)
mango
Parallel Hyperparameter Tuning in Python
Stars: ✭ 241 (+1317.65%)
Scikit Optimize
Sequential model-based optimization with a `scipy.optimize` interface
Stars: ✭ 2,258 (+13182.35%)
Pbt
Population Based Training (in PyTorch with sqlite3). Status: Unsupported
Stars: ✭ 138 (+711.76%)
Hypernets
A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.
Stars: ✭ 221 (+1200%)
polystores
A library for performing hyperparameter optimization
Stars: ✭ 48 (+182.35%)
mindware
An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.
Stars: ✭ 34 (+100%)
mlr3tuning
Hyperparameter optimization package of the mlr3 ecosystem
Stars: ✭ 44 (+158.82%)
Neuraxle
A Sklearn-like Framework for Hyperparameter Tuning and AutoML in Deep Learning projects. Finally have the right abstractions and design patterns to properly do AutoML. Let your pipeline steps have hyperparameter spaces. Enable checkpoints to cut duplicate calculations. Go from research to production environment easily.
Stars: ✭ 377 (+2117.65%)
Rl Baselines3 Zoo
A collection of pre-trained RL agents using Stable Baselines3, training and hyperparameter optimization included.
Stars: ✭ 161 (+847.06%)
Milano
Milano is a tool for automating hyper-parameters search for your models on a backend of your choice.
Stars: ✭ 140 (+723.53%)
Auptimizer
An automatic ML model optimization tool.
Stars: ✭ 166 (+876.47%)
differential-privacy-bayesian-optimization
This repo contains the underlying code for all the experiments from the paper: "Automatic Discovery of Privacy-Utility Pareto Fronts"
Stars: ✭ 22 (+29.41%)
Determined
Determined: Deep Learning Training Platform
Stars: ✭ 1,171 (+6788.24%)
Coursera Deep Learning Specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
Stars: ✭ 188 (+1005.88%)
Lale
Library for Semi-Automated Data Science
Stars: ✭ 198 (+1064.71%)
open-box
Generalized and Efficient Blackbox Optimization System.
Stars: ✭ 64 (+276.47%)
Mutual labels:  hyperparameter-tuning
neuro-evolution
A project on improving Neural Networks performance by using Genetic Algorithms.
Stars: ✭ 25 (+47.06%)
Mutual labels:  genetic-algorithm
go-bayesopt
A library for doing Bayesian Optimization using Gaussian Processes (blackbox optimizer) in Go/Golang.
Stars: ✭ 47 (+176.47%)
opt4j
Modular Java framework for meta-heuristic optimization
Stars: ✭ 25 (+47.06%)
Mutual labels:  genetic-algorithm
pyAudioProcessing
Audio feature extraction and classification
Stars: ✭ 165 (+870.59%)
Mutual labels:  hyperparameter-tuning
optkeras
OptKeras: wrapper around Keras and Optuna for hyperparameter optimization
Stars: ✭ 29 (+70.59%)
Genetic-Algorithm-for-Job-Shop-Scheduling-and-NSGA-II
Learning how to implement GA and NSGA-II for job shop scheduling problem in python
Stars: ✭ 178 (+947.06%)
Mutual labels:  genetic-algorithm
AI-Programming-using-Python
This repository contains implementation of different AI algorithms, based on the 4th edition of amazing AI Book, Artificial Intelligence A Modern Approach
Stars: ✭ 43 (+152.94%)
Mutual labels:  genetic-algorithm
self-propelled-satellites
The system is formed by self-propelled satellites influenced by the Sun whose objective is not to leave the domain maintaining the maximum possible speed.
Stars: ✭ 18 (+5.88%)
Mutual labels:  genetic-algorithm
DENOPTIM
DENOPTIM is a software package for de novo design and virtual screening of functional molecules of any kind.
Stars: ✭ 23 (+35.29%)
Mutual labels:  genetic-algorithm
triangula
Generate high-quality triangulated and polygonal art from images.
Stars: ✭ 3,775 (+22105.88%)
Mutual labels:  genetic-algorithm
snakeneuralnetworkjs
Neuroevolution of Neural Network for snakes in the Browser
Stars: ✭ 13 (-23.53%)
Mutual labels:  genetic-algorithm
KnapsackFX
Solving Knapsack 0/1 problem with various Local Search algorithms like Hill Climbing, Genetic Algorithms, Simulated Annealing, Tabu Search
Stars: ✭ 25 (+47.06%)
Mutual labels:  genetic-algorithm
mathcore
Advanced .NET math library (.NET Standard).
Stars: ✭ 24 (+41.18%)
Mutual labels:  genetic-algorithm
machine-learning-blackjack-solution
Finding an optimal Blackjack strategy using AI
Stars: ✭ 40 (+135.29%)
Mutual labels:  genetic-algorithm
genetic-algorithm
Genetic algorithm for walking simulation. Online demo: https://rossning92.github.io/genetic-algorithm/
Stars: ✭ 86 (+405.88%)
Mutual labels:  genetic-algorithm
EvOLuTIoN
A simple simulation in Unity, which uses genetic algorithm to optimize forces applied to cubes
Stars: ✭ 44 (+158.82%)
Mutual labels:  genetic-algorithm
snake-neural-network
An experiment with neural network and genetic algorithms
Stars: ✭ 68 (+300%)
Mutual labels:  genetic-algorithm
Dino-AI
An AI to teach Google Chrome's dinosaur to jump obstacles.
Stars: ✭ 15 (-11.76%)
Mutual labels:  genetic-algorithm
evolvable
An evolutionary computation framework
Stars: ✭ 43 (+152.94%)
Mutual labels:  genetic-algorithm
Super-Meta-MarIO
Mario AI Ensemble
Stars: ✭ 15 (-11.76%)
Mutual labels:  genetic-algorithm
moses
MOSES Machine Learning: Meta-Optimizing Semantic Evolutionary Search. See also AS-MOSES https://github.com/opencog/asmoses but kept to guaranty backward compatibility.
Stars: ✭ 127 (+647.06%)
Mutual labels:  genetic-algorithm
datafsm
Machine Learning Finite State Machine Models from Data with Genetic Algorithms
Stars: ✭ 14 (-17.65%)
Mutual labels:  genetic-algorithm
binlex
A Binary Genetic Traits Lexer Framework
Stars: ✭ 303 (+1682.35%)
Mutual labels:  genetic-algorithm
sopt
sopt:A simple python optimization library
Stars: ✭ 42 (+147.06%)
Mutual labels:  genetic-algorithm
cli
Polyaxon Core Client & CLI to streamline MLOps
Stars: ✭ 18 (+5.88%)
bin-packing-core
基于人工智能(遗传算法 + 贪心 max-rect 算法) 的矩形拼接算法
Stars: ✭ 26 (+52.94%)
Mutual labels:  genetic-algorithm
scicloj.ml
A Clojure machine learning library
Stars: ✭ 152 (+794.12%)
UofT-Timetable-Generator
A web application that generates timetables for university students at the University of Toronto
Stars: ✭ 34 (+100%)
Mutual labels:  genetic-algorithm
shadho
Scalable, structured, dynamically-scheduled hyperparameter optimization.
Stars: ✭ 17 (+0%)
1-60 of 300 similar projects