Federated Learning Course Materials
☆67May 18, 2021Updated 5 years ago
Alternatives and similar repositories for federated_learning_course
Users that are interested in federated_learning_course are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆14Jul 11, 2023Updated 3 years ago
- Principles of ML Systems Project☆26Feb 3, 2021Updated 5 years ago
- Time-series modeling project that predicts the future number of electric vehicles in Washington state counties to identify locations with…☆17Jul 30, 2021Updated 5 years ago
- Simplified implementation of federated learning in PyTorch☆32Jan 7, 2021Updated 5 years ago
- ☆19Sep 8, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for Neural Networks journal paper - StoCFL: A stochastically clustered federated learning framework for Non-IID data with dynamic cl…☆13Apr 28, 2024Updated 2 years ago
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆29Sep 17, 2025Updated last year
- ☆31Mar 2, 2026Updated 6 months ago
- [npj Digital Medicine'21] Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational val…☆36Aug 19, 2021Updated 5 years ago
- Simple implementation of FedAvg, a Federated Learning algorithm.☆34Oct 10, 2023Updated 2 years ago
- Differentially Private Deep Learning in PyTorch☆30Sep 27, 2021Updated 4 years ago
- Federated_learning codes used for the the paper "Evaluation of Federated Learning Aggregation Algorithms" and "A Federated Learning Aggre…☆11Feb 17, 2021Updated 5 years ago
- A simulation showcasing federated learning with homomorphic encryption☆10Sep 24, 2023Updated 2 years ago
- Material workbench for the master-level course CS-E4740 "Federated Learning"☆209Updated this week
- 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.
- Homomorphic Encryption and Federated Learning based Privacy-Preserving☆75Jun 27, 2023Updated 3 years ago
- Distributed YOLOv8m face detection using FedAvg and FedGH (our method). This repository is based on PACSSK-401001 group project outcoming…☆20Aug 13, 2023Updated 3 years ago
- ☆12Sep 14, 2022Updated 4 years ago
- An implementaion of PyTorch UNet segmentation model on VOC2012 dataset☆10Mar 1, 2023Updated 3 years ago
- Paper To Code implementation of NVIDIA's GauGan on a custom Landscape 's Dataset. Generating photorealistic-ish:p images from drawings☆12May 6, 2022Updated 4 years ago
- Byzantine Attack-Resistant Federated Averaging Based on Outlier Elimination☆24Dec 26, 2022Updated 3 years ago
- Flower: A Friendly Federated AI Framework☆7,139Updated this week
- ☆18Jun 7, 2023Updated 3 years ago
- Example of Flower and Opacus framework working together☆12Aug 24, 2021Updated 5 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.
- Tutorial on how to use the SHAP library to explain the feature importance with Shapley values.☆19Sep 19, 2019Updated 7 years ago
- the public repo for stats205 scribe notes at Stanford University☆14Jun 10, 2021Updated 5 years ago
- Automatically edits vidx. Explanation here: https://www.youtube.com/watch?v=DQ8orIurGxw☆16Jul 6, 2019Updated 7 years ago
- A list Viterbo algorithm for decoding PAC codes with various code constructions/rate-profiles☆11May 6, 2022Updated 4 years ago
- Low-rank Matrix Completion using Alternating Minimization☆23May 1, 2018Updated 8 years ago
- Flexe - The open source federated learning for vehicular network simulation framework.☆12Oct 30, 2024Updated last year
- The project code is the Source code of the paper "Payload-Independent Direct Cost Learning for Image Steganography"☆13Oct 19, 2023Updated 2 years ago
- ☆71Jun 7, 2022Updated 4 years ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,094May 30, 2024Updated 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.
- A Fine-grained Differentially Private Federated Learning against Leakage from Gradients☆16Jan 18, 2023Updated 3 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆829Oct 20, 2025Updated 11 months ago
- Official Pytorch implementation for "Differentially Private Federated Learning on Heterogeneous Data" (AISTATS 2022)☆77Feb 22, 2022Updated 4 years ago
- ☆17Dec 7, 2023Updated 2 years ago
- ☆15Jun 5, 2023Updated 3 years ago
- Provably Secure Steganography☆22Sep 13, 2025Updated last year
- Ev charging station demand Prediction for integration with microgrid optimization☆21Mar 31, 2020Updated 6 years ago