I put all my exploration around AI in reproducible notebooks in this repository
☆106Feb 11, 2026Updated 2 months ago
Alternatives and similar repositories for ai-playground
Users that are interested in ai-playground are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of a Federated Learning based CNN model☆17Jun 10, 2020Updated 5 years ago
- Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning☆23Nov 22, 2022Updated 3 years ago
- ☆73Oct 3, 2023Updated 2 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 2 years ago
- This course introduced me to three cutting-edge technologies for privacy-preserving AI: Federated Learning, Differential Privacy, and Enc…☆11Sep 2, 2019Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- An implementation of Federated Learning using Pytorch and PySyft☆14Sep 1, 2021Updated 4 years ago
- Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth☆42Apr 30, 2024Updated 2 years ago
- ☆49Dec 21, 2019Updated 6 years ago
- ☆16Dec 21, 2019Updated 6 years ago
- ☆16Dec 11, 2023Updated 2 years ago
- ☆11Apr 4, 2022Updated 4 years ago
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆76Feb 9, 2025Updated last year
- The python notebook is on googles new collabatory tool. Its a churn model being run on 3 different algorithms to compare.☆10Mar 3, 2018Updated 8 years ago
- Simulation code for Federated Learning with Over-the-Air Computation.☆11Sep 11, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Detection of IoT devices infected by malwares from their network communications, using federated machine learning☆41May 4, 2024Updated last year
- CTU13 CSV Dataset contains Botnet, Normal and Background traffic☆20Feb 2, 2023Updated 3 years ago
- Healthcare-Researcher-Connector Package: Federated Learning tool for bridging the gap between Healthcare providers and researchers☆17Oct 1, 2020Updated 5 years ago
- ☆15Dec 7, 2023Updated 2 years ago
- Analysis and preprocessing of the kdd cup 99 dataset using python and scikit-learn☆22Mar 11, 2020Updated 6 years ago
- Integration of SplitNN for vertically partitioned data with OpenMined's PySyft☆28Sep 2, 2020Updated 5 years ago
- Membership Inference Attack on Federated Learning☆13Jan 14, 2022Updated 4 years ago
- Federated learning with text DNNs for DATA 591 at University of Washington.☆17Mar 25, 2023Updated 3 years ago
- ☆12Nov 26, 2019Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks☆17Jan 25, 2022Updated 4 years ago
- Thesis in Federated Learning using an Edge/Cloud Computing architecture☆10Feb 26, 2021Updated 5 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆166Jun 3, 2021Updated 4 years ago
- Federated learning is a distributed learning method that trains a deep network on user devices without collecting data from central serve…☆13Jul 7, 2020Updated 5 years ago
- 以知乎日报为数据源,全流程实践一个机器学习过程,从数据获取到数据分析,对知乎日报进行聚类、分类,并可视化这一过程☆17Apr 6, 2016Updated 10 years ago
- Membership inference against Federated learning.☆10May 30, 2021Updated 4 years ago
- ☆14Dec 8, 2022Updated 3 years ago
- Differentially Private Federated Learning on Heterogeneous Data☆77Feb 22, 2022Updated 4 years ago
- A collection of demos and utilities prepared ahead of the Vector Institute Privacy Enhancing Techniques (PETs) Bootcamp.☆15Sep 22, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Naive Bayesian, SVM, Random Forest Classifier, and Deeplearing (LSTM) on top of Keras and wod2vec TF-IDF were used respectively in SMS cl…☆31May 12, 2021Updated 4 years ago
- ☆11May 3, 2022Updated 3 years ago
- Gradient-Leakage Resilient Federated Learning☆14Jul 25, 2022Updated 3 years ago
- Repository containing notebooks that implement different Federated Learning algorithms using PyTorch☆12May 17, 2021Updated 4 years ago
- Data for PHM 2015 data challenge☆16Sep 2, 2016Updated 9 years ago
- code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"☆32Jun 16, 2022Updated 3 years ago
- Course Material for the Tutorial on Privacy Enhancing Technologies and PPML☆13Oct 29, 2021Updated 4 years ago