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The Top 23 Evolution Strategies Open Source Projects

Open source projects categorized as Evolution Strategies
Categories > Evolution Strategies
Stock Prediction Models ⭐ 6,233
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
most recent commit a year ago
Reinforcement Learning ⭐ 4,097
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
most recent commit 4 years ago
Evolutionary Algorithm ⭐ 1,152
Evolutionary Algorithm using Python, 莫烦Python 中文AI教学
most recent commit 5 months ago
Gradient Free Optimizers ⭐ 1,072
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
dependent packages 7total releases 45most recent commit 4 months agopypi gradient-free-optimizers} Downloads
Lagom ⭐ 365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
most recent commit 4 years ago
Evolutionary.jl ⭐ 290
Evolutionary & genetic algorithms for Julia
most recent commit a year ago
Cmaes ⭐ 273
Python library for CMA Evolution Strategy.
dependent packages 28total releases 18most recent commit 3 months agopypi cmaes} Downloads
Goptuna ⭐ 240
A hyperparameter optimization framework, inspired by Optuna.
dependent packages 4total releases 27most recent commit 8 months ago
Evostra ⭐ 196
A fast Evolution Strategy implementation in Python
dependent packages 1total releases 6most recent commit 4 years agopypi evostra} Downloads
Pypop ⭐ 148
PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants. https://pypop.rtfd.io/
total releases 76most recent commit 3 months ago
Flappy Es ⭐ 140
Flappy Bird AI using Evolution Strategies
most recent commit 2 years ago
Awesome Deep Neuroevolution ⭐ 111
A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)
most recent commit 4 years ago
Gpflappybird ⭐ 110
Flappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)
most recent commit 4 years ago
Machine Learning Numpy ⭐ 84
Gathers Machine learning models using pure Numpy to cover feed-forward, RNN, CNN, clustering, MCMC, timeseries, tree-based, and so much more!
most recent commit 5 years ago
Liboptimization ⭐ 52
LibOptimization is numerical optimization algorithm library for .NET Framework. / .NET用の数値計算、最適化ライブラリ
total releases 32most recent commit a year ago
Projects ⭐ 44
things I help(ed) to build
most recent commit 4 years ago
Unitytensorflowkeras ⭐ 43
Unity In Editor Deep Learning Tools. Using KerasSharp, TensorflowSharp, Unity MLAgent. In-Editor training and no python needed.
most recent commit 4 years ago
Naivegaflux.jl ⭐ 41
Evolve Flux networks from scratch!
most recent commit 4 months ago
Pgpelib ⭐ 39
A mini library for Policy Gradients with Parameter-based Exploration, with reference implementation of the ClipUp optimizer (https://arxiv.org/abs/2008.02387) from NNAISENSE.
most recent commit 3 years ago
Reinforcement Learning ⭐ 39
Personal experiments on Reinforcement Learning
most recent commit 3 years ago
Ec A Modern Perspective ⭐ 33
Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now.
most recent commit 3 months ago
Flappybird Es ⭐ 31
An AI agent Learning to play Flappy Bird using Evolution Strategies and deep learning models.
most recent commit 7 years ago
Srlf ⭐ 24
Simple Reinforcement Learning Framework
most recent commit 6 years ago
The 4 Most Depended On Evolution Strategies Open Source Projects
Cmaes ⭐ 273
Python library for CMA Evolution Strategy.
dependent packages 28total releases 18latest release July 19, 2023most recent commit 3 months agopypi cmaes} Downloads
Goptuna ⭐ 240
A hyperparameter optimization framework, inspired by Optuna.
dependent packages 4total releases 27latest release September 09, 2023most recent commit 8 months ago
Evostra ⭐ 196
A fast Evolution Strategy implementation in Python
dependent packages 1total releases 6latest release May 31, 2018most recent commit 4 years agopypi evostra} Downloads
The 10 Latest Releases In Evolution Strategies Open Source Projects
Goptuna ⭐ 240
A hyperparameter optimization framework, inspired by Optuna.
dependent packages 4total releases 27latest release September 09, 2023most recent commit 8 months ago
Cmaes ⭐ 273
Python library for CMA Evolution Strategy.
dependent packages 28total releases 18latest release July 19, 2023most recent commit 3 months agopypi cmaes} Downloads
Mevo ⭐ 9
Evolutionary algorithms, alternative to Reinforcement Learning
total releases 3latest release February 07, 2023most recent commit a year ago
Crfmnes ⭐ 14
(CEC2022) Fast Moving Natural Evolution Strategy for High-Dimensional Problems
total releases 6latest release January 12, 2023most recent commit 5 months ago
Nes Torch ⭐ 6
Minimal PyTorch Library for Natural Evolution Strategies
total releases 13latest release September 29, 2021most recent commit 3 years ago
Fingym ⭐ 10
A tool for developing reinforcement learning algorithms focused in stock prediction
total releases 8latest release May 08, 2020most recent commit 4 years ago
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