Xtra Computing Group

Xtra Computing Group's repositories

thundersvm

ThunderSVM: A Fast SVM Library on GPUs and CPUs

Language:C++Apache-2.01572 57 230

thundergbm

ThunderGBM: Fast GBDTs and Random Forests on GPUs

Language:C++Apache-2.0694 26 81

NIID-Bench

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

Language:PythonMIT568 8 20

FedTree

A tree-based federated learning system (MLSys 2023)

Language:C++Apache-2.0144 8 31

ThunderGP

HLS-based Graph Processing Framework on FPGAs

Language:C++Apache-2.0139 10 7

Awesome-Literature-ILoGs

Awesome literature on imbalanced learning on graphs

MIT66 3 1

briskstream

A Multicore, NUMA Optimised Data Stream Processing System

Language:JavaApache-2.039 6 15

FeT

Federated Transformer (NeurIPS 24): a framework to enhance the performance of multi-party Vertical Federated Learning involving fuzzy identifiers

Language:PythonApache-2.03200

PyOE

Python library for data stream learning

Language:PythonMIT28 10

FedSim

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

Language:PythonApache-2.024 30

ConsisGAD

Language:PythonMIT20 3 1

SOFF

Language:PythonMIT19 50

SimFL

Practical Federated Gradient Boosting Decision Trees (AAAI 2020)

Language:C++18 4 2

hacc_demo

Language:Shell17 5 1

ForkGraph

Language:C++NOASSERTION16 30

ReGraph

Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines

Language:C++16 2 1

FedOV

Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)

Language:PythonMIT14 20

ThundeRiNG

Fast Multiple Independent Random Number Sequences Generation on FPGAs

Language:C++14 20

VertiBench

Feature partitioner by imbalance or correlation (ICLR 2024)

Language:Jupyter NotebookApache-2.014 80

OEBench

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

Language:Python13 20

PMP

Language:Python11 3 2

CryptoTrade

[EMNLP 2024] CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading https://arxiv.org/abs/2407.09546

Language:Jupyter NotebookNOASSERTION900

DeltaBoost

GBDT-based model with efficient unlearning (SIGMOD 2023)

Language:C++Apache-2.06 70

LightRW

Language:C++6 20

ModelGo

Language:TeXApache-2.05 20

RUSH

A fast library for real-time burst subgraph detection

Language:Python5 10

Awesome-Prompt-For-Research

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

MIT2 80

FedGMA

Communication-Efficient Generalized Neuron Matching for Federated Learning (ICPP'23)

Language:PythonMIT1 70

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Cryptocurrency-Graphs-of-graphs

Multi-Chain Graphs of Graphs: A New Approach to Analyzing Blockchain Datasets (NeurIPS 24)

Language:PythonNOASSERTION000