Lottery-Ticket-Hypothesis-for-DNNs
This repo aims to provide an easy-to-use interface for searching the lottery ticket of a DNN structure. (by ZhangXiao96)
Generalizing-Lottery-Tickets
This repository contains code to replicate the experiments given in NeurIPS 2019 paper "One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers" (by varungohil)
| Lottery-Ticket-Hypothesis-for-DNNs | Generalizing-Lottery-Tickets | |
|---|---|---|
| 1 | 1 | |
| 10 | 50 | |
| - | - | |
| 10.0 | 0.0 | |
| over 4 years ago | almost 2 years ago | |
| Python | Jupyter Notebook | |
| - | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Lottery-Ticket-Hypothesis-for-DNNs
Posts with mentions or reviews of Lottery-Ticket-Hypothesis-for-DNNs.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-03-29.
-
Avoid vver fitting in iterative pruning [D]
Code for https://arxiv.org/abs/1903.01611 found: https://github.com/ZhangXiao96/Lottery-Ticket-Hypothesis-for-DNNs
Generalizing-Lottery-Tickets
Posts with mentions or reviews of Generalizing-Lottery-Tickets.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-03-29.
-
Avoid vver fitting in iterative pruning [D]
Code for https://arxiv.org/abs/1906.02773 found: https://github.com/varungohil/Generalizing-Lottery-Tickets
What are some alternatives?
When comparing Lottery-Ticket-Hypothesis-for-DNNs and Generalizing-Lottery-Tickets you can also consider the following projects:
distiller - Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
GRAN - Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019
deconstructing-lottery-tickets