Xtra Computing Group

Xtra Computing Group's repositories

thundersvm

ThunderSVM: A Fast SVM Library on GPUs and CPUs

Language:C++Apache-2.01581 57 231

thundergbm

ThunderGBM: Fast GBDTs and Random Forests on GPUs

Language:C++Apache-2.0693 26 81

NIID-Bench

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

Language:PythonMIT576 8 20

FedTree

A tree-based federated learning system (MLSys 2023)

Language:C++Apache-2.0145 8 31

ThunderGP

HLS-based Graph Processing Framework on FPGAs

Language:C++Apache-2.0145 10 7

Awesome-Literature-ILoGs

Awesome literature on imbalanced learning on graphs

MIT74 3 1

CryptoTrade

[EMNLP 2024] CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading https://aclanthology.org/2024.emnlp-main.63.pdf

Language:Jupyter NotebookNOASSERTION54 10

briskstream

A Multicore, NUMA Optimised Data Stream Processing System

Language:JavaApache-2.038 6 15

FeT

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

Language:PythonApache-2.037 40

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-2.025 30

ConsisGAD

Language:PythonMIT21 3 1

SOFF

Language:PythonMIT19 50

SimFL

Practical Federated Gradient Boosting Decision Trees (AAAI 2020)

Language:C++18 4 2

FedOV

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

Language:PythonMIT17 20

hacc_demo

Language:Shell17 5 1

ReGraph

Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines

Language:C++17 2 1

ForkGraph

Language:C++NOASSERTION16 30

VertiBench

Feature partitioner by imbalance or correlation (ICLR 2024)

Language:Jupyter NotebookApache-2.016 80

ThundeRiNG

Fast Multiple Independent Random Number Sequences Generation on FPGAs

Language:C++14 20

OEBench

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

Language:Python13 20

PMP

Language:Python13 3 3

DeltaBoost

GBDT-based model with efficient unlearning (SIGMOD 2023)

Language:C++Apache-2.07 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

Cryptocurrency-Graphs-of-graphs

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

Language:PythonNOASSERTION200

FedGMA

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

Language:PythonMIT1 70

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