Xtra Computing Group (@Xtra-Computing)
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Top repositories

1

thundersvm

ThunderSVM: A Fast SVM Library on GPUs and CPUs
C++
1,564
star
2

thundergbm

ThunderGBM: Fast GBDTs and Random Forests on GPUs
C++
692
star
3

NIID-Bench

Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
Python
558
star
4

FedTree

A tree-based federated learning system (MLSys 2023)
C++
142
star
5

ThunderGP

HLS-based Graph Processing Framework on FPGAs
C++
135
star
6

Medusa

Medusa: Building GPU-based Parallel Sparse Graph Applications with Sequential C/C++ Code
Cuda
61
star
7

Awesome-Literature-ILoGs

Awesome literature on imbalanced learning on graphs
58
star
8

G3

G3: A Programmable GNN Training System on GPU
Cuda
42
star
9

briskstream

A Multicore, NUMA Optimised Data Stream Processing System
Java
39
star
10

PyOE

Python library for data stream learning
Python
28
star
11

ThunderRW

Source code of "ThunderRW: An In-Memory Graph Random Walk Engine" published in VLDB'2021 - By Shixuan Sun, Yuhang Chen, Shengliang Lu, Bingsheng He and Yuchen Li
C++
26
star
12

FedSim

A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)
Python
23
star
13

PrivML

20
star
14

SOFF

Python
19
star
15

ConsisGAD

Python
18
star
16

SimFL

Practical Federated Gradient Boosting Decision Trees (AAAI 2020)
C++
18
star
17

ForkGraph

C++
16
star
18

ReGraph

Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines
C++
16
star
19

ThundeRiNG

Fast Multiple Independent Random Number Sequences Generation on FPGAs
C++
14
star
20

hacc_demo

Shell
14
star
21

FedOV

Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)
Python
14
star
22

Vine

Accelerating Exact Constrained Shortest Paths on GPUs
C++
14
star
23

PathEnum

Source code of "PathEnum: Towards Real-Time Hop-Constrained s-t Path Enumeration", published in SIGMOD'2021 - By Shixuan Sun, Yuhang Chen, Bingsheng He, and Bryan Hooi
C++
14
star
24

OEBench

OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams (VLDB 2024)
Python
13
star
25

VertiBench

Feature partitioner by imbalance or correlation (ICLR 2024)
Jupyter Notebook
9
star
26

omniDB

General query processing engine
C++
7
star
27

LightRW

C++
6
star
28

HashjoinOnHARP

The MAIN project of the paper "Is FPGA useful for Hash Joins?"
C++
5
star
29

PMP

Python
5
star
30

RUSH

A fast library for real-time burst subgraph detection
Python
4
star
31

On-the-fly-data-shuffling-for-OpenCL-based-FPGAs

JavaScript
4
star
32

DeltaBoost

GBDT-based model with efficient unlearning (SIGMOD 2023)
C++
4
star
33

ModelGo

TeX
4
star
34

Pyper

3
star
35

KGraph

Concurrent Graph Query Processing with Memoization on Graph
3
star
36

Awesome-Prompt-For-Research

Awesome prompts for computer science research including paper editting and code debugging
2
star
37

Melia

C
2
star
38

Query_on_OpenCL_FPGA

C++
1
star
39

FedGMA

Communication-Efficient Generalized Neuron Matching for Federated Learning (ICPP'23)
Python
1
star
40

HashJoin_HMA

A hash join implementation optimized for many-core processors with die-stacked HBMs
C++
1
star
41

Clementi

Clementi: A Scalable Multi-FPGA Graph Processing Framework
C++
1
star