Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet
☆624May 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:
- Adaptive Neural Trees☆156Jul 3, 2019Updated 6 years ago
- Making high-accuracy and visually-interpretable decision tree-based models for semantic segmentation http://segnbdt.aaalv.in☆11Oct 12, 2021Updated 4 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
- PyTorch Implementation of "Distilling a Neural Network Into a Soft Decision Tree." Nicholas Frosst, Geoffrey Hinton., 2017.☆108Feb 22, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Deep Neural Decision Trees☆165Mar 18, 2022Updated 4 years ago
- Distillation of Neural Network Into a Soft Decision Tree☆65Nov 11, 2019Updated 6 years ago
- Model interpretability and understanding for PyTorch☆5,622May 1, 2026Updated last week
- An implementation of the Deep Neural Decision Forests in PyTorch☆166Jun 28, 2019Updated 6 years ago
- Codebase for Image Classification Research, written in PyTorch.☆2,168Mar 20, 2024Updated 2 years ago
- The code of NeurIPS 2021 paper "Scalable Rule-Based Representation Learning for Interpretable Classification" and TPAMI paper "Learning I…☆122Mar 12, 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…☆309Jan 9, 2021Updated 5 years ago
- Official Implementation of 'Fast AutoAugment' in PyTorch.☆1,608Jun 16, 2021Updated 4 years ago
- Code for Neural Architecture Search without Training (ICML 2021)☆475Aug 6, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data☆525Jan 21, 2021Updated 5 years ago
- Google Research☆37,850Updated this week
- Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute☆1,526Nov 18, 2020Updated 5 years ago
- Code publication to the paper "Normalized Attention Without Probability Cage"☆17Nov 9, 2021Updated 4 years ago
- Multinomial Distribution Learning for Effective Neural Architecture Search☆207Jun 24, 2019Updated 6 years ago
- The implementation of "Shape Adaptor: A Learnable Resizing Module" [ECCV 2020].☆71Mar 10, 2021Updated 5 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆976Oct 12, 2021Updated 4 years ago
- Full implementation of the paper "Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator".☆101Mar 9, 2020Updated 6 years ago
- ResNeSt: Split-Attention Networks☆3,263Dec 9, 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.
- A collection of research papers on decision, classification and regression trees with implementations.☆2,466Dec 28, 2025Updated 4 months ago
- Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.☆1,542Jul 30, 2024Updated last year
- The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition☆667Nov 22, 2022Updated 3 years ago
- ☆173Jan 11, 2021Updated 5 years ago
- The official implementation of Equalization Loss for Long-Tailed Object Recognition (CVPR 2020) based on Detectron2. https://arxiv.org/a…☆202Oct 3, 2023Updated 2 years ago
- ☆226Oct 25, 2020Updated 5 years ago
- A pytorch implementation of interpretable convolutional neural network.☆70Mar 1, 2021Updated 5 years ago
- MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.☆701Dec 24, 2021Updated 4 years ago
- Usable implementation of Emerging Symbol Binding Network (ESBN), in Pytorch☆25Jan 6, 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.
- A collection of infrastructure and tools for research in neural network interpretability.☆4,703Feb 6, 2023Updated 3 years ago
- End-to-End Object Detection with Transformers☆15,254Mar 12, 2024Updated 2 years ago
- Mobile vision models and code☆920Feb 11, 2026Updated 2 months ago
- ☆44May 17, 2020Updated 5 years ago
- Graph Neural Network Library for PyTorch☆23,716Apr 30, 2026Updated last week
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,535Jul 17, 2025Updated 9 months ago
- Generate embeddings from large-scale graph-structured data.☆3,458Mar 3, 2024Updated 2 years ago