In this part, I've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)
☆40Mar 4, 2020Updated 6 years ago
Alternatives and similar repositories for WhiteBox-Part1
Users that are interested in WhiteBox-Part1 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch implementation of various neural network interpretability methods☆119Mar 8, 2022Updated 4 years ago
- A Python library for pruning and visualizing Keras Neural Networks' structure and weights☆10Dec 24, 2019Updated 6 years ago
- ☆12Mar 26, 2021Updated 5 years ago
- The code snippets for the SW chapter of the "Interpretable AI" book.☆19Apr 10, 2019Updated 7 years ago
- Detect adversarial images from intermediate features in distance space☆12Aug 22, 2018Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Codes for reproducing the experimental results in "Proper Network Interpretability Helps Adversarial Robustness in Classification", publi…☆13Jun 29, 2020Updated 6 years ago
- an improvement of the paper: Learning to Detect Violent Videos using Convolution LSTM☆11Jun 1, 2020Updated 6 years ago
- The re-implementation of Smooth Grad-CAM++ with pytorch☆66Aug 28, 2019Updated 6 years ago
- Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!☆29Jul 13, 2019Updated 6 years ago
- NSRL BloomFilter, Mandiant BloomFilter, Hyperloglog Malware Data Structure☆15Mar 14, 2014Updated 12 years ago
- ☆20Jan 23, 2020Updated 6 years ago
- Class Activation Map(CAM) with Pytorch☆67Apr 16, 2020Updated 6 years ago
- Very concise example of integrated gradients (a method to reveal areas of attention in input images)☆10Jun 17, 2019Updated 7 years ago
- Principal Image Sections Mapping. Convolutional Neural Network Visualisation and Explanation Framework☆46Jan 12, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A gentle introduction to Gaussian processes☆30Nov 21, 2022Updated 3 years ago
- ☆16Feb 20, 2020Updated 6 years ago
- MPEG7 Feature extraction and calculating distance's Wrapping function to use in python☆14Aug 5, 2016Updated 9 years ago
- The official Node SDK for Scale AI, the data platform for AI☆16Jan 10, 2024Updated 2 years ago
- vizgradcam is the fastest way to visualize GradCAM with your Keras models.☆60Oct 7, 2021Updated 4 years ago
- Illustration of counterfactual inference following Ferenc Huszar example☆13Aug 15, 2025Updated 10 months ago
- Gradient-weighted Class Activation Mapping (Grad-CAM) Demo☆112Aug 13, 2018Updated 7 years ago
- Active Learning Helps Pretrained Models Learn the Intended Task (https://arxiv.org/abs/2204.08491) by Alex Tamkin, Dat Nguyen, Salil Desh…☆11Nov 22, 2022Updated 3 years ago
- See how cluster analysis help us to get rid of the sea of financial metrics during portfolio construction☆13Jul 9, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Python Library for Random Walks☆24May 2, 2024Updated 2 years ago
- This repository introduces different Explainable AI approaches and demonstrates how they can be implemented with PyTorch and torchvision.…☆30Jul 1, 2022Updated 4 years ago
- Visualizing Deep Networks by Optimizing with Integrated Gradients (I-GOS)☆35Nov 22, 2022Updated 3 years ago
- White-box Fairness Testing through Adversarial Sampling☆14Apr 16, 2021Updated 5 years ago
- Python+Redis实现的BloomFilter☆15Nov 27, 2016Updated 9 years ago
- EM Algorithm for Model-Based Clustering of Finite Mixture Gaussian Distribution☆17Sep 8, 2024Updated last year
- Program to perform kmeans clustering, kernel kmeans, and also spectral clustering (last 2 both based on RBF kernels).☆11Feb 9, 2018Updated 8 years ago
- PyTorch code for KDD 18 paper: Towards Explanation of DNN-based Prediction with Guided Feature Inversion☆21Feb 4, 2019Updated 7 years ago
- 深圳市道路交通事故数据分析☆18Nov 22, 2017Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 基于CodeBert预训练模型,微调后/直接对目标数据集进行测试☆14Oct 19, 2021Updated 4 years ago
- [AAAI 24] GradTree: Gradient-Based Axis-Aligned Decision Trees☆15Aug 28, 2024Updated last year
- PyTorch implementation of SmoothTaylor☆15Sep 5, 2021Updated 4 years ago
- ☆28Dec 29, 2020Updated 5 years ago
- The source code and data for paper "Identifying Self-admitted Technical Debt in Open Source Projects Using Text Mining"☆10Jan 20, 2017Updated 9 years ago
- Implementation of the paper "Shapley Explanation Networks"☆88Jan 16, 2021Updated 5 years ago
- A Simple pytorch implementation of GradCAM and GradCAM++☆397Apr 23, 2019Updated 7 years ago