DEAP / deap
Distributed Evolutionary Algorithms in Python
☆5,927Updated last week
Alternatives and similar repositories for deap:
Users that are interested in deap are comparing it to the libraries listed below
- Genetic Programming in Python, with a scikit-learn inspired API☆1,646Updated last year
- Sequential model-based optimization with a `scipy.optimize` interface☆2,753Updated 10 months ago
- Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).☆1,943Updated last week
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,315Updated 3 weeks ago
- A Python toolbox for performing gradient-free optimization☆3,984Updated last month
- A research toolkit for particle swarm optimization in Python☆1,303Updated 5 months ago
- NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO☆2,363Updated this week
- Use evolutionary algorithms instead of gridsearch in scikit-learn☆772Updated 11 months ago
- Automated Machine Learning with scikit-learn☆7,686Updated last month
- Bayesian Modeling and Probabilistic Programming in Python☆8,827Updated this week
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆4,941Updated 2 months ago
- A Python implementation of global optimization with gaussian processes.☆8,022Updated 2 weeks ago
- SCOOP (Scalable COncurrent Operations in Python)☆645Updated last year
- A Python-embedded modeling language for convex optimization problems.☆5,562Updated this week
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆9,806Updated 5 months ago
- Fast, flexible and easy to use probabilistic modelling in Python.☆3,399Updated last week
- A Free and Open Source Python Library for Multiobjective Optimization☆581Updated 3 months ago
- Efficiently computes derivatives of NumPy code.☆7,095Updated this week
- Spearmint Bayesian optimization codebase☆1,551Updated 5 years ago
- Deep universal probabilistic programming with Python and PyTorch☆8,628Updated 2 weeks ago
- A python Linear Programming API☆2,148Updated 2 months ago
- Gaussian processes framework in python☆2,063Updated this week
- Notebooks on how to use Distributed Evolutionary Algorithm in Python (DEAP)☆229Updated 3 years ago
- An object-oriented algebraic modeling language in Python for structured optimization problems.☆2,086Updated this week
- Deep Reinforcement Learning for Keras.☆5,532Updated last year
- Statsmodels: statistical modeling and econometrics in Python☆10,358Updated last week
- Automatic extraction of relevant features from time series:☆8,529Updated this week
- Hyper-parameter optimization for sklearn☆1,598Updated 6 months ago
- SciPy library main repository☆13,288Updated this week
- Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.☆4,275Updated last month