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
Sorting:
- Simple Python Socket-based Split Learning technique using PyTorch☆13Mar 13, 2020Updated 5 years ago
- Federated Learning Framework☆24Oct 18, 2022Updated 3 years ago
- Integration of SplitNN for vertically partitioned data with OpenMined's PySyft☆28Sep 2, 2020Updated 5 years ago
- 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
- A incomplete survey for Split Learning (comprehensive enough) and Federated Learning (only most representative works)☆19Mar 8, 2022Updated 3 years ago
- [ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time☆47Apr 12, 2023Updated 2 years ago
- This repository includes the official project of SplitAVG, from our paper "SplitAVG: A heterogeneity-aware federated deep learning method…☆22Dec 9, 2023Updated 2 years ago
- (AAAI 2021) Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network☆24Feb 3, 2021Updated 5 years ago
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆116Mar 15, 2021Updated 4 years ago
- ☆12Sep 5, 2018Updated 7 years ago
- ☆31Jul 6, 2018Updated 7 years ago
- ☆12Aug 4, 2018Updated 7 years ago
- ☆37Jun 21, 2022Updated 3 years ago
- Pytorch-ImageSegmentation☆10Nov 7, 2019Updated 6 years ago
- A simple carousel component made by standard javascript, supports loop play。☆11Oct 14, 2018Updated 7 years ago
- Predicting Air Quality from Webcam Images with Deep Learning☆10Jan 19, 2019Updated 7 years ago
- Training and testing pipeline for ransomware classification based on screenshots of the splash screens or ransom notes (https://arxiv.org…☆11Jul 19, 2020Updated 5 years ago
- Unofficial Pytorch implementation of "Federated Meta-Learning with Fast Convergence and Efficient Communication"☆79Aug 15, 2020Updated 5 years ago
- Python implementation of PCA on graph ECTD☆12May 29, 2024Updated last year
- Neural machine translation with Recurrent Deterministic Policy Gradient☆10Aug 18, 2016Updated 9 years ago
- A Guide for Encode Categorical Variables, with implementations and examples in Python.☆11Sep 9, 2020Updated 5 years ago
- f-PO: Generalizing Preference Optimization with f-divergence Minimization☆13Apr 2, 2025Updated 11 months ago
- malicious bash scripts☆10Apr 3, 2022Updated 3 years ago
- ☆11Nov 12, 2018Updated 7 years ago
- Implementations of the algorithms described in the paper: On the Convergence Theory for Hessian-Free Bilevel Algorithms.☆10Nov 1, 2024Updated last year
- A Python module for mapping multiple high-dimensional datasets into a common low-dimensional space.☆10Mar 29, 2018Updated 7 years ago
- Sequence-based protein solubility predictor☆11Apr 1, 2020Updated 5 years ago
- Sketch Based Image Retrieval☆10Jul 13, 2018Updated 7 years ago
- Corresponding code to "Improving Robustness of ML Classifiers against Realizable Evasion Attacks Using Conserved Features" @ USENIX Secur…☆11Aug 5, 2019Updated 6 years ago
- 使用卷积神经网络识别恶意软件，其特点是把文件的每个字节都当做输入☆16Oct 14, 2024Updated last year
- Simulation code for Federated Learning with Over-the-Air Computation.☆11Sep 11, 2020Updated 5 years ago
- ☆11Oct 27, 2019Updated 6 years ago
- Code for "DeepPolar codes", ICML 2024☆12May 7, 2024Updated last year
- "BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks"☆13May 10, 2024Updated last year
- Deep Learning papers that enlightened me☆12Dec 22, 2017Updated 8 years ago
- AES文件加密解密☆10Apr 26, 2023Updated 2 years ago
- End-to-End Gradient Inversion (Gradient Leakage in Federated Learning) 【https://ieeexplore.ieee.org/document/9878027】☆11Aug 19, 2022Updated 3 years ago
- [ICLR 2025 SCI-FM Workshop] Lemur: Log Parsing with Entropy Sampling and Chain-of-Thought Merging☆13Mar 27, 2025Updated 11 months ago