tuhinsharma121 / ai-playgroundLinks
I put all my exploration around AI in reproducible notebooks in this repository
☆100Updated this week
Alternatives and similar repositories for ai-playground
Users that are interested in ai-playground are comparing it to the libraries listed below
Sorting:
- Federated Learning Demo in Python using Socket Programming☆89Updated last year
 - Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆35Updated 3 years ago
 - Federated Learning Course Materials☆64Updated 4 years ago
 - Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference…☆127Updated 2 years ago
 - An implementation for a federated learning environment in python using Keras☆24Updated 6 years ago
 - Proof of concept on a predictive maintenance use case using federated learning to continuously improve predictions of the remaining life…☆83Updated 2 years ago
 - federated-learning☆83Updated 2 years ago
 - A Simulator for Privacy Preserving Federated Learning☆96Updated 4 years ago
 - Curated notebooks on how to train neural networks using differential privacy and federated learning.☆67Updated 4 years ago
 - Supervised Learning approach to Detect Anomalies in Blockchain using Federated Learning☆34Updated 5 years ago
 - Federated Learning mini-framework with Keras☆35Updated 6 years ago
 - Comparison b/w Federated Learning & Split Learning for credit card fraud detection dataset using Pytorch☆18Updated 4 years ago
 - Federated Learning on XGBoost☆46Updated 6 years ago
 - A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we c…☆40Updated 5 years ago
 - ☆72Updated 2 years ago
 - Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.☆44Updated 3 years ago
 - Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Fl…☆16Updated last year
 - Detection of IoT devices infected by malwares from their network communications, using federated machine learning☆40Updated last year
 - Federated Learning is a distributed machine learning approach which enables model training on a large corpus of decentralised data. The r…☆43Updated 6 years ago
 - The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"☆33Updated 4 years ago
 - Contains codes for my published tutorials☆31Updated 2 years ago
 - Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Te…☆17Updated 2 years ago
 - This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).☆118Updated 5 years ago
 - ☆54Updated 3 years ago
 - Thanks to the proliferation of smart devices, such as smartphones and wearables, which are equipped with computation, communication and s…☆46Updated 4 years ago
 - tf implementation of federated learning☆42Updated 6 years ago
 - 联邦学习分布式训练MNist数据集☆61Updated 6 years ago
 - Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆75Updated 8 months ago
 - FedPSO: Federated Learning Using Particle Swarm Optimization to Reduce Communication Costs☆19Updated 2 years ago
 - Simplified implementation of federated learning in PyTorch☆32Updated 4 years ago