Amit Portnoy's repositories
EDEN-Distributed-Mean-Estimation
This repository is the official implementation of 'EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Learning' (ICML 2022).
DRIVE-One-bit-Distributed-Mean-Estimation
This repository is the official implementation of the 'DRIVE: One-bit Distributed Mean Estimation' paper (NeurIPS 2021).
QUIC-FL-Quick-Unbiased-Compression-for-Federated-Learning
This repository is the official implementation of QUIC-FL from the paper 'Accelerating Federated Learning with Quick Distributed Mean Estimation' (ICML 2024)
hadamard-transform
A Fast Walsh–Hadamard Transform (FWHT) implementation in PyTorch.
Towards-Federated-Learning-with-Byzantine-Robust-Client-Weighting
The source code for the paper 'Towards Federated Learning with Byzantine-Robust Client Weighting'.
Academic_LLM_Sec_Papers
Academic Papers about LLM Application on Security
amitport.github.io
my github page
deepchecks
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
eagle-eye
EagleEye: Transformer-based malware detection - https://arxiv.org/abs/2408.09217
fedjax
FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.
GenAI_Agents
This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive AI systems.
openfl
An open framework for Federated Learning.
pytorch-transformer-ts
Repository of Transformer based PyTorch Time Series Models
scipy
SciPy library main repository
sentence-transformers
State-of-the-Art Text Embeddings
sklearn-onnx
Convert scikit-learn models and pipelines to ONNX
sympy
A computer algebra system written in pure Python
teams-agent-accelerator-libs-py
Develop pro-code personal agents integrated with memory service on Teams
thedeck
The Deck: An Open-Source, Cross-Platform, Mobile, Turn by Turn Card Game Engine in Flutter
TypeScript-Website
The Website and web infrastructure for learning TypeScript
uni2ts
Unified Training of Universal Time Series Forecasting Transformers
Web-Dev-For-Beginners
24 Lessons, 12 Weeks, Get Started as a Web Developer