Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet
☆625May 1, 2023Updated 3 years ago
Alternatives and similar repositories for neural-backed-decision-trees
Users that are interested in neural-backed-decision-trees are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Neural-Backed Decision Tree sample integration with pytorch-image-models☆16Sep 18, 2020Updated 6 years ago
- Adaptive Neural Trees☆156Jul 3, 2019Updated 7 years ago
- Making high-accuracy and visually-interpretable decision tree-based models for semantic segmentation http://segnbdt.aaalv.in☆11Oct 12, 2021Updated 5 years ago
- pytorch implementation of "Distilling a Neural Network Into a Soft Decision Tree"☆306Dec 23, 2018Updated 7 years ago
- Introduction, selected papers and possible corresponding codes in our review paper "A Survey of Neural Trees"☆86Nov 16, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Model interpretability and understanding for PyTorch☆5,722Updated this week
- Code publication to the paper "Normalized Attention Without Probability Cage"☆17Aug 24, 2026Updated 2 months ago
- An implementation of the Deep Neural Decision Forests in PyTorch☆166Jun 28, 2019Updated 7 years ago
- Codebase for Image Classification Research, written in PyTorch.☆2,161Mar 20, 2024Updated 2 years ago
- Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural N…☆306Jan 9, 2021Updated 5 years ago
- ☆14Jun 11, 2021Updated 5 years ago
- Official Implementation of 'Fast AutoAugment' in PyTorch.☆1,604Jun 16, 2021Updated 5 years ago
- Code for Neural Architecture Search without Training (ICML 2021)☆481Aug 6, 2021Updated 5 years ago
- The project page of paper: Architecture disentanglement for deep neural networks [ICCV 2021, oral]☆17Nov 27, 2021Updated 4 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.
- Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data☆532Jan 21, 2021Updated 5 years ago
- A collection of research papers on decision, classification and regression trees with implementations.☆2,481Dec 28, 2025Updated 10 months ago
- Google Research☆39,166Updated this week
- Code for "Interpretable Image Recognition with Hierarchical Prototypes"☆19Nov 1, 2019Updated 7 years ago
- Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute☆1,530Nov 18, 2020Updated 5 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆979Oct 12, 2021Updated 5 years ago
- Multinomial Distribution Learning for Effective Neural Architecture Search☆207Jun 24, 2019Updated 7 years ago
- Mobile vision models and code☆923Oct 21, 2026Updated 3 weeks ago
- The implementation of "Shape Adaptor: A Learnable Resizing Module" [ECCV 2020].☆71Mar 10, 2021Updated 5 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.
- Full implementation of the paper "Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator".☆101Mar 9, 2020Updated 6 years ago
- This repository contains code for explaining prototypes learned by ProtoPNet, by quantifying the influence of color hue, shape, texture, …☆17Mar 31, 2021Updated 5 years ago
- A collection of infrastructure and tools for research in neural network interpretability.☆4,706Feb 6, 2023Updated 3 years ago
- ResNeSt: Split-Attention Networks☆3,260Sep 11, 2026Updated 2 months ago
- Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.☆1,543Jul 30, 2024Updated 2 years ago
- ☆171Jan 11, 2021Updated 5 years ago
- disentanglement_lib is an open-source library for research on learning disentangled representations.☆1,424May 16, 2021Updated 5 years ago
- ☆226Oct 25, 2020Updated 6 years ago
- The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition☆666Nov 22, 2022Updated 3 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.
- Connecting Interpretability and Robustness in Decision Trees through Separation☆17May 8, 2021Updated 5 years ago
- Implementation of ConvMixer for "Patches Are All You Need? 🤷"☆1,085Nov 11, 2022Updated 4 years ago
- Graph Neural Network Library for PyTorch☆24,142Nov 6, 2026Updated last week
- pip install antialiased-cnns to improve stability and accuracy☆1,687Apr 8, 2024Updated 2 years ago
- A game theoretic approach to explain the output of any machine learning model.☆25,861Updated this week
- Fast and Easy Infinite Neural Networks in Python☆2,386Mar 1, 2024Updated 2 years ago
- Usable implementation of Emerging Symbol Binding Network (ESBN), in Pytorch☆25Jan 6, 2021Updated 5 years ago
Are these results useful?