mynameisvinn / federated-learningView external linksLinks
tf implementation of federated learning
☆42May 15, 2019Updated 6 years ago
Alternatives and similar repositories for federated-learning
Users that are interested in federated-learning are comparing it to the libraries listed below
Sorting:
- Federated Learning mini-framework with Keras☆35Oct 5, 2019Updated 6 years ago
- All exercises from private AI Facebook Scholarship☆13Jul 21, 2019Updated 6 years ago
- ☆168Dec 14, 2017Updated 8 years ago
- Simulate a federated setting and run differentially private federated learning.☆386Mar 7, 2025Updated 11 months ago
- A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.☆61Apr 6, 2021Updated 4 years ago
- Attentive Federated Learning for Private NLM☆60Jul 25, 2024Updated last year
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆481Aug 1, 2023Updated 2 years ago
- A PyTorch Implementation of Federated Learning☆1,501Jul 25, 2024Updated last year
- Differentially Private Federated Learning: A Client Level Perspective☆12Jul 3, 2019Updated 6 years ago
- ☆54Apr 5, 2022Updated 3 years ago
- A simple federated learning implementation on MNIST dataset using PySyft. Main goal of the project was to get used to the PySyft federate…☆13Apr 19, 2024Updated last year
- ☆30Feb 4, 2021Updated 5 years ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆183Apr 20, 2021Updated 4 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆254Dec 2, 2023Updated 2 years ago
- Implementation of Privacy-Preserving Deep Learning via Additively Homomorphic Encryption (Using LWE schema)☆14Aug 16, 2018Updated 7 years ago
- Source code for ECML-PKDD (2020) paper: FedMAX: Mitigating Activation Divergence for Accurate and Communication-Efficient Federated Learn…☆16Dec 27, 2022Updated 3 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆342Dec 5, 2021Updated 4 years ago
- A demo of vertical federated learning on simple datasets☆23Nov 21, 2020Updated 5 years ago
- Luk.ai Clients - Federated Machine Learning for Everyone!☆19Nov 21, 2022Updated 3 years ago
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆633Apr 28, 2021Updated 4 years ago
- Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth☆42Apr 30, 2024Updated last year
- Joint Modelling Histology and Molecular Markers for Glioma Classification☆12Jun 4, 2025Updated 8 months ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,427May 7, 2024Updated last year
- [ICML2022] ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training☆23Oct 17, 2022Updated 3 years ago
- Parse command line arguments by defining dataclasses☆13Oct 13, 2024Updated last year
- Comparison of Transfer Learning and CNN Architectures for Medical Image Classification☆13Dec 11, 2024Updated last year
- Simulation files for Topics in Wireless Communications.☆15May 24, 2020Updated 5 years ago
- [IEEE TNSRE] Mixture of Experts for EEG-Based Seizure Subtype Classification☆12Aug 20, 2024Updated last year
- Improving the Generalization of Adversarial Training with Domain Adaptation☆33Feb 25, 2019Updated 6 years ago
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆35Apr 25, 2019Updated 6 years ago
- Federated Multi-Task Learning☆131Nov 11, 2018Updated 7 years ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆146May 29, 2019Updated 6 years ago
- A simple carousel component made by standard javascript, supports loop play。☆11Oct 14, 2018Updated 7 years ago
- Demo for METSC: A microstructure estimation Transformer inspired by sparse representation for diffusion MRI (MedIA 2023).☆12Nov 13, 2023Updated 2 years ago
- ☆11May 10, 2023Updated 2 years ago
- A Generative Adversarial Network Model Alternative to Animal Studies for Clinical Pathology Assessment☆14Jan 10, 2024Updated 2 years ago
- Official PyTorch Implementation of Federated Learning with Positive and Unlabeled Data☆10Aug 12, 2022Updated 3 years ago
- Deep Learning Breast MRI Segmentation and Classification☆10Sep 11, 2025Updated 5 months ago
- This is a model I made to predict electric vehicle charger power consumption. The model uses the LSTM algorithm.☆10May 6, 2020Updated 5 years ago