A repository in preparation for open-sourcing lottery ticket hypothesis code.
☆636Sep 6, 2022Updated 3 years ago
Alternatives and similar repositories for open_lth
Users that are interested in open_lth are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks"…☆344Oct 3, 2023Updated 2 years ago
- A reimplementation of "The Lottery Ticket Hypothesis" (Frankle and Carbin) on MNIST.☆727Jul 27, 2020Updated 5 years ago
- ☆229Jul 25, 2024Updated last year
- This repository contains code to replicate the experiments given in NeurIPS 2019 paper "One ticket to win them all: generalizing lottery …☆50Jul 25, 2024Updated last year
- ☆145Mar 24, 2023Updated 3 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.
- ☆68Mar 4, 2020Updated 6 years ago
- [ICML 2021] "Efficient Lottery Ticket Finding: Less Data is More" by Zhenyu Zhang*, Xuxi Chen*, Tianlong Chen*, Zhangyang Wang☆26Dec 30, 2021Updated 4 years ago
- End-to-end training of sparse deep neural networks with little-to-no performance loss.☆335Jan 26, 2023Updated 3 years ago
- Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH☆105Feb 18, 2020Updated 6 years ago
- [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
- ☆196Mar 5, 2026Updated last month
- [NeurIPS 2020] "The Lottery Ticket Hypothesis for Pre-trained BERT Networks", Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Ya…☆142Dec 30, 2021Updated 4 years ago
- [CVPR 2022] "Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free" by Tianlong Chen*, Zhenyu Zhang*, Yihua Zhang*, Shiyu C…☆27Oct 5, 2022Updated 3 years ago
- PyTorch implementation of The Lottery Tickets Hypothesis.☆22Jul 31, 2019Updated 6 years ago
- 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.
- PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.☆435Jul 7, 2023Updated 2 years ago
- [ICLR 2021] "GANs Can Play Lottery Too" by Xuxi Chen, Zhenyu Zhang, Yongduo Sui, Tianlong Chen☆26Feb 18, 2022Updated 4 years ago
- higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual tr…☆1,627Mar 25, 2022Updated 4 years ago
- Code for Sanity-Checking Pruning Methods: Random Tickets can Win the Jackpot☆42Nov 8, 2020Updated 5 years ago
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,988Jun 16, 2024Updated last year
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,516Jun 7, 2020Updated 5 years ago
- [ICML 2021] "Do We Actually Need Dense Over-Parameterization? In-Time Over-Parameterization in Sparse Training" by Shiwei Liu, Lu Yin, De…☆45Nov 11, 2023Updated 2 years ago
- Fast and Easy Infinite Neural Networks in Python☆2,381Mar 1, 2024Updated 2 years ago
- ☆23Nov 1, 2022Updated 3 years ago
- 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.
- Code for "Supermasks in Superposition"☆126Oct 3, 2023Updated 2 years ago
- A curated list of neural network pruning resources.☆2,492Apr 4, 2024Updated 2 years ago
- ☆132Mar 23, 2021Updated 5 years ago
- ☆62Apr 19, 2022Updated 3 years ago
- Bibtex for Sparsity in Deep Learning paper (https://arxiv.org/abs/2102.00554) - open for pull requests☆46May 4, 2022Updated 3 years ago
- Mode Connectivity and Fast Geometric Ensembles in PyTorch☆285Oct 24, 2022Updated 3 years ago
- ☆153May 25, 2020Updated 5 years ago
- Codebase for the paper "A Gradient Flow Framework for Analyzing Network Pruning"☆20Jan 31, 2021Updated 5 years ago
- Convolutional Neural Tangent Kernel☆112Oct 22, 2019Updated 6 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.☆110Apr 23, 2019Updated 6 years ago
- BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.☆611Nov 28, 2025Updated 4 months ago
- Soft Threshold Weight Reparameterization for Learnable Sparsity☆91Feb 15, 2023Updated 3 years ago
- 🧀 Pytorch code for the Fromage optimiser.☆128Jul 14, 2024Updated last year
- Prospect Pruning: Finding Trainable Weights at Initialization Using Meta-Gradients☆32Mar 30, 2022Updated 4 years ago
- ☆45Nov 4, 2020Updated 5 years ago
- Code for visualizing the loss landscape of neural nets☆3,163Apr 5, 2022Updated 4 years ago