Updated 5 months ago
https://github.com/buaadreamer/dlpy
Programming Language for Deep Learning in Python
Updated 6 months ago
metaperceptron
MetaPerceptron: A Standardized Framework For Metaheuristic-Driven Multi-layer Perceptron Optimization
adagrad-approach
adam-optimizer
adelta-optimizer
classification-models
genetic-algorithm
global-search
gradient-free-based-multi-layer-perceptron
metaheuristic-algorithms
metaheuristic-based-multi-layer-perceptron
metaheuristics
mlp
multi-layer-perceptron
nature-inspired-optimization
neural-network
particle-swarm-optimization
regression-models
sgd-optimizer
whale-optimization-algorithm
Updated 6 months ago
dpl
[NeurIPS 2023] Multi-fidelity hyperparameter optimization with deep power laws that achieves state-of-the-art results across diverse benchmarks.
Updated 6 months ago
3pnn
Code and source data used in the article "3D printed biomimetic cochleae and machine learning co-modelling provides clinical informatics for cochlear implant patients" (Lei et al. Nature Communications, 2021). The code is used for modelling the relationship between electric field imaging (EFI) profiles and the electro-anatomical features of cochleae using a multilayer perceptron (MLP) artificial neural network (NN) model.