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Name: Md Mahfuzur Rahman
Type: User
Bio: Md. Mahfuzur Rahman is a postdoctoral researcher in the TReNDS center at Georgia State University (GSU) , USA since 2023.
Name: Md Mahfuzur Rahman
Type: User
Bio: Md. Mahfuzur Rahman is a postdoctoral researcher in the TReNDS center at Georgia State University (GSU) , USA since 2023.
Code for Stanford CS224u
Mode Connectivity and Fast Geometric Ensembles in PyTorch
A toolbox to iNNvestigate neural networks' predictions!
Interpretable Machine Learning with Python, published by Packt
Lime: Explaining the predictions of any machine learning classifier
Loss Landscape Sightseeing with Multi-Point Optimization
Layer-wise Relevance Propagation (LRP) for LSTMs
This repo contains my solutions to various algorithmic/ad-hoc problems from LeetCode.
Latex code for making neural networks diagrams
Tutorials about Layer-wise Relevance Propagation (LRP) and SHapley Additive exPlanations (SHAP)
Pytorch implementation of convolutional neural network visualization techniques
Deep Learning (with PyTorch)
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
Reconstruction of the original paper on neural style transfer (Gatys et al.). I've additionally included reconstruction scripts which allow you to reconstruct only the content or the style of the image - for better understanding of how NST works.
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
Source Code of the ROAD benchmark for feature attribution methods
🔅 Shapash makes Machine Learning models transparent and understandable by everyone
Wide Residual Networks (WideResNets) in PyTorch
Welcome to the TReNDS cluster documentation. It provides example job submission scripts and guide to running various applications interactively on the GSU/TReNDS cluster.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.