Python/Keras implementation of integrated gradients presented in "Axiomatic Attribution for Deep Networks" for explaining any model defined in Keras framework.
☆217Apr 28, 2018Updated 8 years ago
Alternatives and similar repositories for IntegratedGradients
Users that are interested in IntegratedGradients are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Tensorflow implementation of integrated gradients presented in "Axiomatic Attribution for Deep Networks". It explains connections between…☆17Mar 11, 2019Updated 7 years ago
- DeepProfile framework, which learns a variational autoencoder (VAE) network from a vast quantity of publicly available gene expression sa…☆19Jun 7, 2018Updated 8 years ago
- Attributing predictions made by the Inception network using the Integrated Gradients method☆653Feb 23, 2022Updated 4 years ago
- Base-pair resolution detection of transcription factor binding site by deep deconvolutional network☆11Sep 12, 2017Updated 9 years ago
- Prediction of the 3D structure of the genome through statistically significant Hi-C contacts.☆21Aug 7, 2018Updated 8 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Deep Feature Interaction Maps (DFIM)☆53Apr 9, 2019Updated 7 years ago
- Flexible Integration of Data with Deep LEarning☆51Mar 24, 2023Updated 3 years ago
- ☆18Oct 10, 2019Updated 7 years ago
- Code for "High-Precision Model-Agnostic Explanations" paper☆819Jul 19, 2022Updated 4 years ago
- Ordered Weighted L1 regularization for classification and regression in Python☆51Aug 27, 2018Updated 8 years ago
- A toolkit to learn how to model and interpret regulatory sequence data using deep learning.☆264Aug 1, 2023Updated 3 years ago
- Implementations of some popular Saliency Maps in Keras☆165May 11, 2019Updated 7 years ago
- Interpretability of Machine Learning-Visualizations☆12Jul 9, 2018Updated 8 years ago
- Repository for the code for DeepATAC project presented at WCB workshop in ICML2017☆22Aug 9, 2017Updated 9 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.
- Implementation of the AIControl paper in Julia 1.0☆17Mar 4, 2019Updated 7 years ago
- Data and code related to the paper "ADAGE-Based Integration of Publicly Available Pseudomonas aeruginosa..." Jie Tan, et al · mSystems · …☆61May 26, 2016Updated 10 years ago
- Neural network visualization toolkit for keras☆2,992Feb 7, 2022Updated 4 years ago
- ☆10Feb 12, 2019Updated 7 years ago
- Code for paper "L4: Practical loss-based stepsize adaptation for deep learning"☆122Mar 27, 2019Updated 7 years ago
- CapsNet (from "Dynamic Routing Between Capsules") implemented in pytorch.☆112Jul 18, 2020Updated 6 years ago
- ISeeU2: visually interpretable ICU mortality prediction using deep learning and free-text medical notes☆10Jun 28, 2020Updated 6 years ago
- Low-rank Highway Networks☆13Mar 11, 2016Updated 10 years ago
- Random fiddling stored in notebooks☆22Mar 11, 2017Updated 9 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Testing framework to simplify writing ML unit tests.☆346Oct 21, 2019Updated 7 years ago
- Implementation of the SAN model for imparting gender privacy to face images☆63Jul 7, 2021Updated 5 years ago
- Some experiments into explaining complex black box ensemble predictions.☆74Jan 21, 2020Updated 6 years ago
- Extra batteries for Keras☆257Aug 23, 2018Updated 8 years ago
- Manuscript and code for the paper "Gradient Energy Matching for Distributed Asynchronous Gradient Descent".☆19May 25, 2018Updated 8 years ago
- Deep neural network for predicting methylation states of single cells☆13Jan 19, 2017Updated 9 years ago
- This's an implementation of deepmind Visual Interaction Networks paper using pytorch☆165Feb 2, 2018Updated 8 years ago
- ☆10Nov 5, 2016Updated 10 years ago
- PyTorch based Deep Learning Toolbox☆206Jul 27, 2018Updated 8 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- A Python library for pruning and visualizing Keras Neural Networks' structure and weights☆11Dec 24, 2019Updated 6 years ago
- Exprec records your experiments so you can compare different runs and easily reproduce results☆12Jan 6, 2026Updated 10 months ago
- Interactive convnet features visualization for Keras☆1,784Sep 4, 2020Updated 6 years ago
- SNAIL Attention Block for Keras.☆17Mar 30, 2020Updated 6 years ago
- This repository contains codes to explain One-Dimensional Convolutional Neural Networks (1D-CNN) using Layer-wise Relevance Propagation.☆13Aug 24, 2021Updated 5 years ago
- Keras implementation of class activation mapping☆334Aug 5, 2017Updated 9 years ago
- Train/evaluate a Keras model, get metrics streamed to a dashboard in your browser.☆486May 24, 2017Updated 9 years ago