illidanlab/HyFL illidanlab/HyFL

  • Stars
    star
    8
  • Rank 2,099,232 (Top 42 %)
  • Language
    Python
  • License
    MIT License
  • Created almost 2 years ago
  • Updated 8 months ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
illidanlab/HyFL
github

illidanlab

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Hybrid Federate Learning Framework for Financial Crime Detection

More Repositories

1

Simulator

Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning
Python
193
star
2

T-LSTM

Time-Aware LSTM
Python
174
star
3

personaGPT

Implementation of PersonaGPT Dialog Model
Python
98
star
4

dpgan

Source code of paper "Differentially Private Generative Adversarial Network"
Python
66
star
5

MoCL-DK

Implementation for the paper MoCL: Contrastive Learning on Molecular Graph with multi-level Domain Knowledge
Python
40
star
6

SplitMix

[ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time
Python
39
star
7

cdrl

Collaborative Deep Reinforcement Learning
Python
32
star
8

opolo-code

Python
29
star
9

FADE

[KDD2021] Federated Adversarial Debiasing for Fair and Transferable Representations: Optimize an adversarial domain-adaptation objective without adversarial or source data.
Python
26
star
10

FedRBN

[AAAI'23] Federated Robustness Propagation: Sharing Robustness in Heterogeneous Federated Learning
Python
25
star
11

rpg

Ranking Policy Gradient
Python
23
star
12

ABD

[ICML2023] Revisiting Data-Free Knowledge Distillation with Poisoned Teachers
Python
22
star
13

MolSearch

Implementation of MolSearch paper
Python
20
star
14

urgent-care-comparative

Predictive Modeling in Urgent Care - A Comparative Study of Machine Learning Approaches
Python
20
star
15

FOSTER

Python
17
star
16

RCA

Implementation for paper: RCA: A Deep Collaborative Autoencoder Approach for Anomaly Detection
Python
13
star
17

subspace-net

Subspace Network -- Research Paper, Supplemental, Code.
Python
9
star
18

fedface

Experimental pipeline for FedFace.
Python
9
star
19

AMTL

Asynchronous Multi-Task Learning
Java
9
star
20

inversion-influence-function

Official codes for "Understanding Deep Gradient Leakage via Inversion Influence Functions", NeurIPS 2023
Python
9
star
21

DMTL-DDI

Algorithms and experimental data for the manuscript "Identifying Drug-Drug Interactions via Deep Multi-Task Learning"
Python
8
star
22

incomplete-multimodal-kd

Python
8
star
23

ConvexClustering

source code for efficient Convex Clustering and Robust Convex Clustering.
C
8
star
24

dp-damtl

source code of paper kdd2017-"Privacy-Preserving Distributed Multi-Task Learning with Asynchronous Updates"
Java
7
star
25

SAIL

Code implementation for Self-Adaptive Imitation Learning
Python
7
star
26

HighFrequencyTrading

A repository for sharing trading simulation codes
Jupyter Notebook
6
star
27

HHNE

Python
6
star
28

iMTL

interactive Multi-Task Learning
MATLAB
5
star
29

med-attack

Implementation for paper Identify Susceptible Locations in Medical Records via Adversarial Attacks on Deep Predictive Models
Python
5
star
30

Non-convex-solver-iPiano

MATLAB
4
star
31

Single_oodwatermark

Python
2
star
32

PyMalsar

Python distribution of MALSAR package.
Python
2
star
33

discriminative-fusion

Discriminative fusion of multiple brain networks
MATLAB
2
star
34

SourceCode-Multi-Modality-Disease-Modeling-CDMF

Python
1
star
35

Cvx-SparsePCA

MATLAB
1
star
36

RobustUDA

Python
1
star
37

PRL

Implementation of the paper: Learning Deep Neural Networks under Agnostic Corrupted Supervision
Python
1
star
38

spark_recommender

An example of recommender system based on Spark.
HTML
1
star