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:
- Simple Python Socket-based Split Learning technique using PyTorch☆14Mar 13, 2020Updated 6 years ago
- (AAAI 2021) Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network☆24Feb 3, 2021Updated 5 years ago
- Code for reproducing the experiments of the ICML 2019 paper "Robust Learning from Untrusted Sources"☆18Jul 5, 2019Updated 6 years ago
- Federated Learning Framework☆24Mar 29, 2026Updated last month
- Integration of SplitNN for vertically partitioned data with OpenMined's PySyft☆28Sep 2, 2020Updated 5 years ago
- 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.
- Investigating Split Learning and Federate Learning☆88May 25, 2020Updated 5 years ago
- Applied Split Learning in PyTorch with torch.distributed.rpc and torch.distributed.autograd☆27Jan 24, 2022Updated 4 years ago
- [NeurIPS 2022] Explaining Graph Neural Networks with Structure-Aware Cooperative Games (GStarX)☆14Oct 20, 2022Updated 3 years ago
- Python implementation of PCA on graph ECTD☆12May 29, 2024Updated last year
- ☆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
- f-PO: Generalizing Preference Optimization with f-divergence Minimization☆14Apr 2, 2025Updated last year
- Material for the Brain-inspired Machine Learning Class at UC Irvine, Department of Cognitive Sciences☆11Mar 3, 2017Updated 9 years ago
- AI Agents on 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.
- ☆11Dec 23, 2022Updated 3 years ago
- High-level Python Particle Sequential Convex Programming Model Predictive Control (SCP PMPC) interface☆17Oct 30, 2023Updated 2 years ago
- Compression-based decentralized stochastic gradient descent (DSGD) algorithms tailored for digital and analog wireless implementations☆13Jun 26, 2022Updated 3 years ago
- Simulation code for Federated Learning with Over-the-Air Computation.☆11Sep 11, 2020Updated 5 years ago
- ☆31Jul 6, 2018Updated 7 years ago
- PyPARC - A Python Package for Piecewise Affine Regression and Classification☆12Jul 4, 2023Updated 2 years ago
- ☆12Sep 5, 2018Updated 7 years ago
- 🔎 An Alfred 2/3 workflow to quickly lookup and insert open color codes☆22Mar 21, 2022Updated 4 years ago
- Releasing the source code Version1.☆183Sep 16, 2021Updated 4 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.
- Sequence-based protein solubility predictor☆11Apr 1, 2020Updated 6 years ago
- Codes for DATA: Differentiable ArchiTecture Approximation.☆11Jul 22, 2021Updated 4 years ago
- Proof of Concept of a Federated Learning framework that maintains the privacy of the participants involved.☆14Feb 4, 2026Updated 2 months ago
- ☆16May 22, 2025Updated 11 months ago
- Predicting Air Quality from Webcam Images with Deep Learning☆10Jan 19, 2019Updated 7 years ago
- ☆20Sep 29, 2025Updated 7 months ago
- Unofficial Pytorch implementation of "Federated Meta-Learning with Fast Convergence and Efficient Communication"☆80Aug 15, 2020Updated 5 years ago
- ☆20Mar 16, 2024Updated 2 years ago
- ☆37Jun 21, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 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
- ☆28Dec 12, 2020Updated 5 years ago
- 哈工大计算机课件☆22Nov 3, 2022Updated 3 years 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
- A curated repository for various papers in the domain of split learning.☆55Aug 21, 2024Updated last year