PyTorch implementation of ICML 2017 paper, SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization
☆17Oct 24, 2017Updated 8 years ago
Alternatives and similar repositories for pytorch-splitnet
Users that are interested in pytorch-splitnet 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 ICML 2017 paper, SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization☆54Sep 29, 2017Updated 8 years ago
- (AAAI 2023) Better Generalized Few-Shot Learning Even Without Base Data☆13Nov 29, 2022Updated 3 years ago
- Simple Python Socket-based Split Learning technique using PyTorch☆14Mar 13, 2020Updated 6 years ago
- A incomplete survey for Split Learning (comprehensive enough) and Federated Learning (only most representative works)☆20Mar 8, 2022Updated 4 years ago
- Code for reproducing the experiments of the ICML 2019 paper "Robust Learning from Untrusted Sources"☆18Jul 5, 2019Updated 6 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.
- [ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time☆46Apr 12, 2023Updated 3 years ago
- Applied Split Learning in PyTorch with torch.distributed.rpc and torch.distributed.autograd☆27Jan 24, 2022Updated 4 years ago
- CS234 Reinforcement Learning: Keras implementation of Recurrent Deterministic Policy Gradient (https://arxiv.org/abs/1512.04455)☆10Jun 10, 2017Updated 9 years ago
- ☆13Jul 13, 2018Updated 7 years ago
- Reimplementation of simple policy gradient algorithms such as REINFORCE and Actor-Critic methods.☆17Aug 26, 2023Updated 2 years ago
- Learning to optimize (L2O) package that provides basic functionalities to help fit proxy models for optimization.☆15Apr 1, 2025Updated last year
- Create PDF animations from graphics files and inline graphics using LaTeX☆12Jun 8, 2018Updated 8 years ago
- ☆11Dec 23, 2022Updated 3 years ago
- cuNumeric.jl wraps the cuPyNumeric C++ API providing a simple array programming interface that executes code on distributed clusters.☆20Updated this week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆13Jan 16, 2025Updated last year
- There are few caveats when you want to use a Recurrent Neural Network (RNN) policy with Policy Gradient Algorithms. This repository expla…☆18Aug 16, 2017Updated 8 years ago
- Compression-based decentralized stochastic gradient descent (DSGD) algorithms tailored for digital and analog wireless implementations☆13Jun 26, 2022Updated 3 years ago
- Implements vanilla PDHG algorithm☆10Mar 13, 2023Updated 3 years ago
- ☆31Jul 6, 2018Updated 7 years ago
- ☆11Jul 27, 2018Updated 7 years ago
- A fully trainable BP decoder, enabling the discovery of new parity check matrix through automatic learning☆14Sep 26, 2022Updated 3 years ago
- Machine Learning in Action(机器学习实战)☆11Jan 26, 2018Updated 8 years ago
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆115Mar 15, 2021Updated 5 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.
- 📝 A personal collection of templates for Markdown+LaTeX-based writing.☆16Oct 11, 2018Updated 7 years ago
- Releasing the source code Version1.☆183Sep 16, 2021Updated 4 years ago
- Sequence-based protein solubility predictor☆11Apr 1, 2020Updated 6 years ago
- Proof of Concept of a Federated Learning framework that maintains the privacy of the participants involved.☆14Feb 4, 2026Updated 4 months ago
- ☆16May 22, 2025Updated last year
- ☆20Mar 16, 2024Updated 2 years ago
- C++ library for Random Linear Network Coding☆17Mar 26, 2015Updated 11 years ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆24Nov 21, 2024Updated last year
- ☆17Sep 17, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆28Dec 12, 2020Updated 5 years ago
- Lambert W function and Lambert W x F distributions in pytorch☆17Aug 11, 2025Updated 10 months ago
- 这是俺最近搞的,可以从百度地图上爬取一些城市的地点信息和路线规划用来做旅游推荐( ﹁ ﹁ ) ~→SQL文件会在月底左右加上的( •̀ ω •́ )y☆13Aug 24, 2019Updated 6 years ago
- reveal the vulnerabilities of SplitNN☆31Jun 16, 2022Updated 3 years ago
- ☆22Sep 29, 2025Updated 8 months ago
- Tree Stack Memory Units☆17Jun 17, 2020Updated 5 years ago
- An implementation of the Dynamic Capacity Network paper in Pytorch☆10Jan 21, 2019Updated 7 years ago