vivekkhimani / federated_learning_pysyftView external linksLinks
A simple federated learning implementation on MNIST dataset using PySyft. Main goal of the project was to get used to the PySyft federated learning functionality instead of using traditional PyTorch features.
☆13Apr 19, 2024Updated last year
Alternatives and similar repositories for federated_learning_pysyft
Users that are interested in federated_learning_pysyft are comparing it to the libraries listed below
Sorting:
- An implementation of pneumonia medical X-ray image classification problem using Federated Learning in PySyft.☆12Jun 16, 2019Updated 6 years ago
- Implementation of a Federated Learning based CNN model☆17Jun 10, 2020Updated 5 years ago
- ☆73Oct 3, 2023Updated 2 years ago
- Approach at solving the problem of Face Recognition using dimensionality reduction algorithms like PCA and LDA☆11Jan 16, 2018Updated 8 years ago
- In this project, we build a simple federated deep learning model (i.e., LeNet model) that classifies 62 differents Belgian Traffic Signs.☆14Feb 23, 2021Updated 4 years ago
- All exercises from private AI Facebook Scholarship☆13Jul 21, 2019Updated 6 years ago
- Federated Learning for Computational Pathology - Medical Image Analysis☆50Feb 9, 2022Updated 4 years ago
- tf implementation of federated learning☆42May 15, 2019Updated 6 years ago
- Short, easy to run, code examples presented in the Flower's FlowerMonthly online meetings.☆14Feb 16, 2024Updated last year
- ☆13Feb 16, 2023Updated 2 years ago
- ☆13Dec 18, 2017Updated 8 years ago
- 联邦学习预测节点流量☆13Dec 5, 2020Updated 5 years ago
- Prediction on demand of e-hailing trips(网约车出行需求预测)☆17Apr 10, 2020Updated 5 years ago
- ☆15Jun 8, 2021Updated 4 years ago
- Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)☆63Oct 9, 2023Updated 2 years ago
- A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.☆61Apr 6, 2021Updated 4 years ago
- DISEÑO Y EVALUACIÓN DE REDES NEURONALES CONVOLUCIONALES PARA UN SISTEMA DE DETECCIÓN DE INTRUSIONES☆14Jun 14, 2020Updated 5 years ago
- The implementation of "Continual Local Training for Better Initialization of Federated Models" (ICIP 2020).☆16May 27, 2020Updated 5 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆67Jan 15, 2021Updated 5 years ago
- 带加密的联邦学习,学习+练手的小作品☆21Jul 27, 2019Updated 6 years ago
- Final project for Lesson 7: Federated Learning in the Facebook and Udacity Secure and Private AI scholarship nanodegree program☆19Oct 14, 2019Updated 6 years ago
- Practical Federated Gradient Boosting Decision Trees (AAAI 2020)☆18May 10, 2023Updated 2 years ago
- Official PyTorch implementation of "Robust Deep Learning from Crowds with Belief Propagation"☆19Mar 22, 2022Updated 3 years ago
- PPGANs: Privacy-preserving Generative Adversarial Networks.☆17Dec 8, 2022Updated 3 years ago
- This repository contains python scripts related to a research that is intended to run graph convolution neural networks in federated mann…☆17Sep 19, 2020Updated 5 years ago
- federated-learning☆85Jan 10, 2023Updated 3 years ago
- Meta-Learning for Risk Prediction with Limited Patient Electronic Health Records Using PySyft and SyferText☆19Sep 14, 2020Updated 5 years ago
- I put all my exploration around AI in reproducible notebooks in this repository☆105Dec 26, 2025Updated last month
- ☆19Jun 11, 2021Updated 4 years ago
- ☆22May 18, 2019Updated 6 years ago
- ☆23May 15, 2019Updated 6 years ago
- Analysis and preprocessing of the kdd cup 99 dataset using python and scikit-learn☆22Mar 11, 2020Updated 5 years ago
- [AAAI'23] Federated Robustness Propagation: Sharing Robustness in Heterogeneous Federated Learning☆27Feb 23, 2023Updated 2 years ago
- Real-time plot of temperatures from NVIDIA Jetson on-module thermal sensors☆25Sep 12, 2020Updated 5 years ago
- Profit Allocation for Federated Learning☆24Apr 27, 2020Updated 5 years ago
- Principles of ML Systems Project☆26Feb 3, 2021Updated 5 years ago
- A Comprehensive and Versatile Open-Source Federated Learning Framework☆33Apr 3, 2023Updated 2 years ago
- Code for the case study presented in "Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Sys…☆27Apr 9, 2021Updated 4 years ago
- ☆90Feb 5, 2026Updated last week