omarfoq Goto Github PK

abnormal_action_detection

character-based-text-generation

communication-in-cross-silo-fl

Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)

counting-bloom-filter

edgeml

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

fedem

Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)

fedprox

Federated Optimization in Heterogeneous Networks (MLSys '20)

flsim

Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such as vision and text.

gan-comparison

kernel_methods_for_machine_learning

The goal of the data challenge is to learn how to implement machine learning algorithms, gain understanding about them and adapt them to structural data. For this reason, we have chosen a sequence classification task: predicting whether a DNA sequence region is binding site to a specific transcription factor.

knn-per

Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)

leaf

Leaf: A Benchmark for Federated Settings

named-entity-recognition

neural_nets_from_scratch

Implementation of shallow dense neural networks from scratch

omarfoq.github.io

ordored-rules-for-classification

pedestrian_detection

Implementation of Faster r-cnn on Penn-Fudan database

pfedhn

Official code implementation for "Personalized Federated Learning using Hypernetworks"

releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

streaming-fl

Official code for "Federated Learning for Data Streams" (AISTATS'23)

unsupervised_translator

wasserstein-gan

In this repository we explore Wasserstein gan with different archtectures and we apply them on different datasets