Evolution Strategies Collection
Repositories tagged with "evolution-strategies"
RARE
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Stock-Prediction-Models
huseinzol05
Jupyter Notebookdeep-learningdeep-learning-stock
โGathers machine learning and deep learning models for Stock forecasting including trading bots and simulationsโ
9.4k
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GitPedia Card496/003
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Reinforcement-Learning
andri27-ts
Jupyter Notebooka2cartificial-intelligence
โLearn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learningโ
4.7k
670
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GitPedia Card627/002
UNCOMMON
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Gradient-Free-Optimizers
SimonBlanke
Pythonbayesian-optimizationblackbox-optimization
โLightweight optimization with local, global, population-based and sequential techniques across mixed search spacesโ
1.3k
94
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GitPedia Card444/002
UNCOMMON
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Evolutionary-Algorithm
MorvanZhou
Pythondistributed-eses
โEvolutionary Algorithm using Python, ่ซ็ฆPython ไธญๆAIๆๅญฆโ
1.2k
620
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GitPedia Card299/002
UNCOMMON
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cmaes
CyberAgentAILab
Pythonblack-box-optimizationcma-es
โPython library for CMA Evolution Strategy.โ
503
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GitPedia Card252/002
COMMON
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Awesome-LLM-Prompt-Optimization
jxzhangjhu
evolution-strategieslarge-language-models
โAwesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Modelsโ
408
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GitPedia Card282/001
COMMON
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lagom
zuoxingdong
Jupyter Notebookartificial-intelligencecem
โlagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.โ
378
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GitPedia Card329/001
COMMON
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Evolutionary.jl
SciML
Juliacmaesdifferential-evolution
โEvolutionary & genetic algorithms for Julia โ
347
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GitPedia Card165/001
COMMON
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pypop
Evolutionary-Intelligence
Pythonblack-box-optimizationconsensus-based-optimization
โ[JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* algorithm variants. In the near future, we will add Learning-Based Optimizers as its extensions. [https://jmlr.org/papers/v25/23-0386.html]โ
287
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GitPedia Card791/001
COMMON
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๐Water
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goptuna
c-bata
Gobandit-algorithmsbayesian-optimization
โA hyperparameter optimization framework, inspired by Optuna.โ
277
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GitPedia Card249/001
COMMON
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evostra
alirezamika
Pythonaiai-learning
โA fast Evolution Strategy implementation in Pythonโ
273
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GitPedia Card423/001
COMMON
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awesome-deep-neuroevolution
Alro10
awesomedeep-neural-networks
โA collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)โ
227
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GitPedia Card140/001
COMMON
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gpFlappyBird
ShuhuaGao
Pythonartificial-intelligencecartesian-genetic-programming
โFlappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)โ
175
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GitPedia Card566/001
COMMON
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flappy-es
mdibaiee
Pythonartificial-intelligenceevolution-strategies
โFlappy Bird AI using Evolution Strategiesโ
140
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GitPedia Card152/001
COMMON
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reinforcement-learning
TheoLvs
Jupyter Notebookactor-criticchrome-dinosaur-game
โPersonal experiments on Reinforcement Learningโ
119
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GitPedia Card061/001
COMMON
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Machine-Learning-Numpy
huseinzol05
Jupyter Notebookcnn-scratchdeep-learning-scratch
โGathers Machine learning models using pure Numpy to cover feed-forward, RNN, CNN, clustering, MCMC, timeseries, tree-based, and so much more!โ
112
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GitPedia Card859/001
COMMON
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pgpelib
nnaisense
Pythonartificial-intelligenceevolution-strategies
โA mini library for Policy Gradients with Parameter-based Exploration, with reference implementation of the ClipUp optimizer (https://arxiv.org/abs/2008.02387) from NNAISENSE.โ
73
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GitPedia Card141/001
COMMON
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LibOptimization
tomitomi3
Visual Basic .NETalgorithmderivative-free-algorithm
โLibOptimization is numerical optimization algorithm library for .NET Framework. / .NET็จใฎๆฐๅค่จ็ฎใๆ้ฉๅใฉใคใใฉใชโ
63
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GitPedia Card275/001