siyukenny

A3CSuperMario_Windows

SuperMario A3C Trainer for windows

Adaptive-tourism-forecasting-using-hybrid-artificial-intelligence-model

Adaptive tourism forecasting using hybrid artificial intelligence model: a case study of Xi’an international tourist arrivals

Ai-Learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

auto_LiRPA

[NeurIPS 2020]auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks

code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

home

司宇的个人主页

interpretableCNN

Lexianggou

LowCode-

LowCode低代码平台

VUE-CMS

siyukenny/Adaptive-tourism-forecasting-using-hybrid-artificial-intelligence-model

Adaptive tourism forecasting using hybrid artificial intelligence model: a case study of Xi’an international tourist arrivals

siyukenny/home

司宇的个人主页

siyukenny/interpretableCNN

siyukenny/Lexianggou

siyukenny/LowCode-

LowCode低代码平台

siyukenny/VUE-CMS

siyukenny/auto_LiRPA

[NeurIPS 2020]auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks

siyukenny/CVPR2022-Paper-Code-Interpretation

cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

siyukenny/deal-with-imagenet

siyukenny/google-research

Google Research

siyukenny/ib_cnn

Evaluating Capability of Deep Neural Networks for Image Classification via Information Plane (ECCV2018)

siyukenny/install-latex-guide-zh-cn

一份简短的关于 LaTeX 安装的介绍

siyukenny/interpret

Fit interpretable models. Explain blackbox machine learning.

siyukenny/InterpretDL

InterpretDL: Interpretation of Deep Learning Models，基于『飞桨』的模型可解释性算法库。https://interpretdl.readthedocs.io/en/latest/index.html

siyukenny/JavaGuide

「Java学习+面试指南」一份涵盖大部分 Java 程序员所需要掌握的核心知识。准备 Java 面试，首选 JavaGuide！

siyukenny/LeetCode021

LeetCode From Zero To One

siyukenny/Lifespan_Age_Transformation_Synthesis

Lifespan Age Transformation Synthesis code

siyukenny/ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

siyukenny/nam

Neural Additive Models (Google Research)

siyukenny/NVIV

Although deep neural networks have demonstrated greater performance in a variety of tasks, their unexplainability and untrustworthiness exist concurrently, which seriously hinders the further development of decision-making,  particularly in high-risk areas. This work presents Node Visualization and Interpretability Verification (NVIV), a technique of DNN interpretability verification, to solve these difficulties. This method offers two unique benefits: 1) This technique replicates the DNN decision-making process using a decision tree and visualizes node output to give a basis for decision-making; 2) An interpretability verification method based on the correlation degree of convolution kernel units is presented to assess the model's confidence. Our method not only achieves intuitive and easily understandable interpretability, but also achieves high accuracy. In the experiment, we observed that the effect is better than other similar methods by attention force ratio under the positioning evaluation. Furthermore, rather than being limited to the visual visualization zone, the experiments show that the method provided in this study correctly locates the most responsive region in the target item and explains the model's internal decision-making basis. In compared to other similar techniques, the proposed model more accurately describes the decision-making base of DNNs.

siyukenny/ocbnn-public

General purpose library for BNNs, and implementation of OC-BNNs in our 2020 NeurIPS paper.

siyukenny/pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

siyukenny/pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

siyukenny/Score-CAM

[CVPRW 2020] Official implementation of Score-CAM in Pytorch

siyukenny/SIYU-Home

siyukenny/SIYU-Vuepress-Homepage

siyukenny/TeachYourselfCS-CN

TeachYourselfCS 的中文翻译 | A Chinese translation of TeachYourselfCS

siyukenny/test

项目描述

siyukenny/torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

siyukenny/xai-aaai2022