aqibsaeed / Genetic-CNN
CNN architecture exploration using Genetic Algorithm
☆215Updated 2 years ago
Related projects: ⓘ
- A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)☆75Updated 9 months ago
- NSGA-Net, a Neural Architecture Search Algorithm☆264Updated 5 years ago
- A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)☆46Updated 4 years ago
- Keras implementation of Efficient Neural Architecture Search☆89Updated 6 years ago
- Using Genetic Algorithms to optimize Recurrent Neural Network's Configuration☆79Updated 7 years ago
- Rapid hyperparameter discovery for neural nets using genetic algorithms☆179Updated 3 years ago
- ☆253Updated 3 years ago
- Basic implementation of [Neural Architecture Search with Reinforcement Learning](https://arxiv.org/abs/1611.01578).☆428Updated 3 years ago
- Neural Architecture Search with Bayesian Optimisation and Optimal Transport☆132Updated 5 years ago
- Evolving a neural network with a genetic algorithm.☆693Updated 6 years ago
- Population Based Training (in PyTorch with sqlite3). Status: Unsupported☆165Updated 6 years ago
- Implementation of Progressive Neural Architecture Search in Keras and Tensorflow☆120Updated 5 years ago
- ☆137Updated 7 years ago
- This repo is about NAS☆26Updated 4 years ago
- Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search https://arxiv.org/abs/1807.06906☆48Updated 4 years ago
- Using Cartesian Genetic Programming to find an efficient Convolutional Neural Network architecture☆25Updated 6 years ago
- Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algori…☆241Updated 3 years ago
- [ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search☆147Updated 2 years ago
- Efficient Architecture Search by Network Transformation, in AAAI 2018☆170Updated 5 years ago
- Training of Neural Network using Particle Swarm Optimization☆29Updated 5 years ago
- Python implementation of QBSO-FS : a Reinforcement Learning based Bee Swarm Optimization metaheuristic for Feature Selection problem.☆56Updated 4 years ago
- Efficient Neural Architecture search via parameter sharing(ENAS) micro search Tensorflow code for windows user☆113Updated 6 years ago
- Minimal Tensorflow implementation of the paper "Neural Architecture Search With Reinforcement Learning" presented at ICLR 2017☆41Updated 6 years ago
- Snapshot Ensemble in Keras☆304Updated 7 years ago
- Tensorflow code for Differentiable architecture search☆73Updated 5 years ago
- codes for the paper of "Evolving Deep Convolutional Neural Networks for Image Classification" published by TEVC☆35Updated 4 years ago
- Using Bayesian Optimization to optimize hyper parameter in Keras-made neural network model.☆57Updated 6 years ago
- ☆11Updated 5 years ago
- Model Compression Based on Geoffery Hinton's Logit Regression Method in Keras applied to MNIST 16x compression over 0.95 percent accuracy…☆62Updated 5 years ago
- Keras implementation of Attention Augmented Convolutional Neural Networks☆120Updated 4 years ago