Xtra Computing Group

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43 repositories

FeT
Public
Federated Transformer (NeurIPS 24): a novel framework designed to handle multi-party Vertical Federated Learning involving fuzzy identifiers
Python
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Apache License 2.0
•1•32•0•0•Updated Oct 30, 2024Oct 30, 2024
.github
Public
0•0•0•0•Updated Oct 29, 2024Oct 29, 2024
Cryptocurrency-Graphs-of-graphs
Public
Multi-Chain Graphs of Graphs: A New Approach to Analyzing Blockchain Datasets (NeurIPS 24)
Python
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Other
•0•0•0•0•Updated Oct 29, 2024Oct 29, 2024
CryptoTrade
Public
[EMNLP 2024] CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading https://arxiv.org/abs/2407.09546
Jupyter Notebook
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Other
•3•6•0•0•Updated Sep 30, 2024Sep 30, 2024
PyOE
Public
Python library for data stream learning
Python
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MIT License
•0•28•0•0•Updated Sep 11, 2024Sep 11, 2024
Awesome-Literature-ILoGs
Public
Awesome literature on imbalanced learning on graphs
awesome imbalanced-learning graph-representation-learning imbalanced-learning-on-graphs graph-neural-networks
MIT License
•6•66•1•0•Updated Sep 11, 2024Sep 11, 2024
ModelGo
Public
TeX
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Apache License 2.0
•0•5•0•0•Updated Sep 5, 2024Sep 5, 2024
VertiBench
Public
Feature partitioner by imbalance or correlation (ICLR 2024)
Jupyter Notebook
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Apache License 2.0
•1•14•0•0•Updated Sep 2, 2024Sep 2, 2024
OEBench
Public
OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams (VLDB 2024)
Python
•2•13•0•0•Updated Aug 27, 2024Aug 27, 2024
hacc_demo
Public
Shell
•3•17•0•0•Updated Jun 28, 2024Jun 28, 2024
RUSH
Public
A fast library for real-time burst subgraph detection
Python
•1•5•0•0•Updated Jun 20, 2024Jun 20, 2024
DeltaBoost
Public
GBDT-based model with efficient unlearning (SIGMOD 2023)
C++
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Apache License 2.0
•2•5•0•0•Updated May 31, 2024May 31, 2024
thundersvm
Public
ThunderSVM: A Fast SVM Library on GPUs and CPUs
cuda regression classification one-class-learning c-plus-plus gpu libsvm
C++
•
Apache License 2.0
•217•1.6k•81•2•Updated Apr 1, 2024Apr 1, 2024
ConsisGAD
Public
Python
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MIT License
•2•20•1•0•Updated Mar 15, 2024Mar 15, 2024
PMP
Public
Python
•4•11•2•0•Updated Mar 15, 2024Mar 15, 2024
SOFF
Public
Python
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MIT License
•4•19•0•0•Updated Mar 13, 2024Mar 13, 2024
NIID-Bench
Public
Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
benchmark federated-learning feature-imbalance label-imbalance federated-learning-benchmark
Python
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MIT License
•114•563•0•0•Updated Feb 26, 2024Feb 26, 2024
thundergbm
Public
ThunderGBM: Fast GBDTs and Random Forests on GPUs
machine-learning random-forest gpu cuda gbdt
C++
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Apache License 2.0
•86•693•39•0•Updated Jan 29, 2024Jan 29, 2024
LightRW
Public
C++
•1•6•0•0•Updated Jan 26, 2024Jan 26, 2024
FedOV
Public
Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)
Python
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MIT License
•3•14•0•0•Updated Nov 2, 2023Nov 2, 2023
FedTree
Public
A tree-based federated learning system (MLSys 2023)
federated-learning gradient-boosting-decision-trees distributed
C++
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Apache License 2.0
•41•143•7•0•Updated Oct 4, 2023Oct 4, 2023
FedGMA
Public
Communication-Efficient Generalized Neuron Matching for Federated Learning (ICPP'23)
Python
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MIT License
•0•1•0•0•Updated Jul 30, 2023Jul 30, 2023
Awesome-Prompt-For-Research
Public
Awesome prompts for computer science research including paper editting and code debugging
MIT License
•0•2•0•0•Updated Jul 14, 2023Jul 14, 2023
SimFL
Public
Practical Federated Gradient Boosting Decision Trees (AAAI 2020)
C++
•8•18•1•0•Updated May 10, 2023May 10, 2023
FedSim
Public
A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)
federated-learning vertical-federated-learning pytorch
Python
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Apache License 2.0
•5•24•0•0•Updated Mar 28, 2023Mar 28, 2023
briskstream
Public
A Multicore, NUMA Optimised Data Stream Processing System
stream-processing numa-systems multicore
Java
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Apache License 2.0
•12•39•10•16•Updated Dec 14, 2022Dec 14, 2022
ThunderGP
Public
HLS-based Graph Processing Framework on FPGAs
accelerators graph-analytic-algorithm hls graph-processing xilinx fpgas programmability
C++
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Apache License 2.0
•33•139•4•0•Updated Oct 11, 2022Oct 11, 2022
ReGraph
Public
Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines
C++
•7•16•1•0•Updated Aug 8, 2022Aug 8, 2022
ForkGraph
Public
C++
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Other
•2•16•0•0•Updated Jan 10, 2022Jan 10, 2022
ThundeRiNG
Public
Fast Multiple Independent Random Number Sequences Generation on FPGAs
C++
•4•14•0•0•Updated Sep 19, 2021Sep 19, 2021