Spartan is an algorithm for training sparse neural network models. This repository accompanies the paper "Spartan Differentiable Sparsity via Regularized Transportation" (NeurIPS 2022).
☆25Oct 31, 2022Updated 3 years ago
Alternatives and similar repositories for spartan
Users that are interested in spartan are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for Double Blind CollaborativeLearning (DBCL)☆14May 14, 2021Updated 4 years ago
- ☆21Feb 11, 2022Updated 4 years ago
- ☆16Updated this week
- Optimizing Deep Convolutional Neural Network with Ternarized Weights and High Accuracy☆16Jan 27, 2019Updated 7 years ago
- Telegram Bot Tutorials from simple to hardest level (even MiniApps)☆34Nov 7, 2025Updated 4 months ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- ☆15Apr 11, 2024Updated last year
- Loads OpenSubtitles v2018 dataset without having to load everything into memory at once. Works well with pytorch.☆13Aug 26, 2020Updated 5 years ago
- Official implementation of "ConViS-Bench: Estimating Video Similarity Through Semantic Concepts", NeurIPS 2025☆25Nov 28, 2025Updated 4 months ago
- FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms☆19Feb 25, 2025Updated last year
- ☆244Nov 9, 2022Updated 3 years ago
- Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeN…☆13Jan 7, 2018Updated 8 years ago
- Sparse Neural Network Tools☆12Jul 15, 2024Updated last year
- Lottery Tickets in Evolutionary Optimization (Lange & Sprekeler, ICML 2023)☆17Jun 2, 2023Updated 2 years ago
- Neural Tangents: Fast and Easy Infinite Neural Networks in Python☆15Jan 23, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- [ICLR 2023] 'Revisiting Pruning At Initialization Through The Lens of Ramanujan Graph" by Duc Hoang, Shiwei Liu, Radu Marculescu, Atlas W…☆14Aug 4, 2023Updated 2 years ago
- Prospect Pruning: Finding Trainable Weights at Initialization Using Meta-Gradients☆32Mar 30, 2022Updated 3 years ago
- Pruning is all you need (hopefully)☆12Sep 7, 2022Updated 3 years ago
- Binary neural networks developed by Huawei Noah's Ark Lab☆29Feb 19, 2021Updated 5 years ago
- Quantize transformers to any learned arbitrary 4-bit numeric format☆53Jan 25, 2026Updated 2 months ago
- [ICLR 2022] Training L_inf-dist-net with faster acceleration and better training strategies☆22Mar 16, 2022Updated 4 years ago
- Github repo for ICLR-2025 paper, Fine-tuning Large Language Models with Sparse Matrices☆25Feb 2, 2026Updated last month
- ☆14Mar 5, 2021Updated 5 years ago
- Dialog Flow Engine (DFE) allows you to write conversational services. The service is written by defining a special dialog graph that desc…☆19Aug 30, 2022Updated 3 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.
- Tiny ImageNet Classification Exercise with PyTorch☆16Aug 21, 2021Updated 4 years ago
- [ICLR2023] NTK-SAP: Improving neural network pruning by aligning training dynamics☆20May 1, 2023Updated 2 years ago
- Neural Fixed-Point Acceleration for Convex Optimization☆29Oct 6, 2022Updated 3 years ago
- This is a implemention of FedAvg in paper Communication-Efficient Learning of Deep Networks from Decentralized Data.☆33Apr 22, 2021Updated 4 years ago
- This repository is the official implementation of Online Influence Maximization under Linear Threshold Model.☆15Oct 22, 2020Updated 5 years ago
- ☆20Sep 22, 2025Updated 6 months ago
- [CVPR '25] Official implementation of the paper "Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages", CVPR 2025.☆30Mar 30, 2025Updated 11 months ago
- Python demos for Chris Bishop's PRML textbook, and other machine learning stuff☆23Oct 30, 2021Updated 4 years ago
- [CVPR 2024 Highlight] OpenBias: Open-set Bias Detection in Text-to-Image Generative Models☆26Feb 13, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [ICLR 2023] "Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together!" Shiwei Liu, Tianlong Chen, Zhenyu Zhang, Xuxi Chen…☆28Aug 29, 2023Updated 2 years ago
- ☆30Jul 22, 2024Updated last year
- ☆37Apr 27, 2023Updated 2 years ago
- The official code for [ECCV2020] "HALO: Hardware-aware Learning to Optimize"☆10Mar 22, 2023Updated 3 years ago
- ☆28Oct 21, 2020Updated 5 years ago
- [TPAMI2022 & NeurIPS2020] Official implementation of Self-Adaptive Training☆130Oct 17, 2021Updated 4 years ago
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆57May 4, 2023Updated 2 years ago