KerasGA

Keras optimizer

Trains Keras models using a genetic algorithm optimization method

Training Keras Models by the Genetic Algorithm using PyGAD

GitHub

36 stars
5 watching
9 forks
Language: Jupyter Notebook
last commit: over 1 year ago
convolutional-neural-networksdeep-learninggenetic-algorithmkeraskeras-tensorflowmachine-learningneural-networknumpypygadpythonpython3

Related projects:

Repository Description Stars
ahmedfgad/neuralgenetic Trains artificial neural networks using the genetic algorithm to optimize regression or classification tasks 241
ahmedfgad/torchga Trains PyTorch models using the Genetic Algorithm with PyGAD 96
ahmedfgad/geneticalgorithmpython A Python library for building and optimizing machine learning algorithms using a genetic algorithm 1,887
ahmedfgad/cnngenetic Trains CNNs using the genetic algorithm 22
keras-team/keras A high-level deep learning framework for building and training neural networks on multiple backend engines 62,115
joeddav/devol An evolutionary algorithm for designing neural networks in Keras 950
keras-team/keras-hub Provides pre-trained models and building blocks for natural language processing, computer vision, audio, and multimodal tasks 797
keplr-io/hera Enables real-time training and evaluation of machine learning models with remote dashboard visualization. 487
maxpumperla/elephas Enables distributed deep learning with Keras and Spark for scalable model training 1,574
fabprezja/keras-gpt-copilot An LLM-based tool to assist deep learning model development 28
philipperemy/keract An open-source tool to extract and visualize layer outputs and gradients in Keras models 1,045
gmalivenko/pytorch2keras Converts PyTorch models to Keras models 857
nicolov/segmentation_keras An implementation of a deep learning model for image segmentation using Keras and dilated convolutions 301
ahmedfgad/numpyann An implementation of artificial neural networks using NumPy for building regression and classification models. 98
aurora95/keras-fcn Keras implementation of Fully Convolutional Networks for Semantic Segmentation 650