gradient-free

There are 1 repository under gradient-free topic.

haofanwang / Score-CAM
Official implementation of Score-CAM in PyTorch
score-cam cam cnn-visualization-technique saliency cnn-visualization pytorch visual-explanations explainability class-activation-maps gradient-free heatmap scorecam grad-cam gradcam
Language:Python 431
james34602 / libMultivariateOpt
My optimization(With and Without gradient) library
curve-fitting gradient-based gradient-free multivariate optimization
Language:C 13
MB-29 / FLEX
Code for FLEX, a fast, adaptive and flexible model-based reinforcement learning exploration algorithm.
agent experimental-design exploration gradient-free model-based optimal-design pendulum physics policy reinforcement-learning adaptive cartpole fisher information quadrotor d-optimal
Language:Python 9
tensorflow_spsa
fraunhofer-iais / tensorflow_spsa
Tensorflow Optimizer using the SPSA method
gradient-free optimization-algorithms
Language:Python 5
KentaItakura / Explainable-AI-interpreting-the-classification-using-score-CAM
This repo shows a MATLAB implementation of score-CAM (Wang et al., CVPR workshop, 2020). This method is the first gradient-free CAM-based visualization method for explaining CNN decision.
score-cam heatmap matlab cam saliency gradcam gradient-free explainability class-activation-mapping
Language:MATLAB 4
satyamahesh84 / SIDU_XAI_CODE
Similarity Differences and Uniqueness Explainable AI method
explainable-ai explainable-artificial-intelligence classification cnn saliency visual-explanations class-activation-maps gradient-free heatmap deep-learning
Language:Python 4
matheushent / score-cam
Repository containing code to run Score-CAM algorithm available on https://arxiv.org/pdf/1910.01279v1.pdf.
cnn keras tensorflow score-cam python3 machine-learning-algorithms deep-learning tensorflow2 computer-vision neural-networks class-activation-maps gradient-free convolutional-neural-networks
Language:Jupyter Notebook 2
MohammadSadeghSalehi / Deep_Learning_ADMM
ADMM approach to train neural networks without gradient.
admm deep-neural-networks gradient-free numpy
Language:Python 2
jbrea / SimultaneousPerturbationStochasticApproximation.jl
A Julia implementation of Simultaneous Perturbation Stochastic Approximation
optimization optimisation gradient-free-optimization gradient-free spsa
Language:Julia 1
mainkoon81 / PhD-Study-ADAPT-01-optimization-intro
dynamic-programming genetic-algorithm gradient-free greedy-algorithm
reshalfahsi / 3d-viz-score-cam
Visualizing 3D ResNet for Medical Image Classification With Score-CAM
3d 3d-medical-images 3d-resnet cnn-visualization gradient-free image-classification medical-image-classification medmnist pytorch-lightning score-cam torch visualization k3d explainability explainable-ai
Language:Jupyter Notebook