Projects in Awesome Lists by Xtra-Computing
A curated list of projects in awesome lists by Xtra-Computing .
https://github.com/xtra-computing/thundersvm
ThunderSVM: A Fast SVM Library on GPUs and CPUs
c-plus-plus classification cuda gpu libsvm one-class-learning regression
Last synced: 14 May 2025
https://github.com/Xtra-Computing/thundersvm
ThunderSVM: A Fast SVM Library on GPUs and CPUs
c-plus-plus classification cuda gpu libsvm one-class-learning regression
Last synced: 12 Apr 2025
https://github.com/Xtra-Computing/thundergbm
ThunderGBM: Fast GBDTs and Random Forests on GPUs
cuda gbdt gpu machine-learning random-forest
Last synced: 12 Apr 2025
https://github.com/xtra-computing/thundergbm
ThunderGBM: Fast GBDTs and Random Forests on GPUs
cuda gbdt gpu machine-learning random-forest
Last synced: 14 Dec 2025
https://github.com/xtra-computing/niid-bench
Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
benchmark feature-imbalance federated-learning federated-learning-benchmark label-imbalance
Last synced: 04 Apr 2025
https://github.com/xtra-computing/megaagent
[ACL 2025 Findings] MegaAgent: A Large-Scale Autonomous LLM-based Multi-Agent System Without Predefined SOPs https://arxiv.org/abs/2408.09955
Last synced: 12 Aug 2025
https://github.com/Xtra-Computing/FedTree
A tree-based federated learning system (MLSys 2023)
distributed federated-learning gradient-boosting-decision-trees
Last synced: 09 May 2025
https://github.com/xtra-computing/fedtree
A tree-based federated learning system (MLSys 2023)
distributed federated-learning gradient-boosting-decision-trees
Last synced: 16 May 2025
https://github.com/xtra-computing/thundergp
HLS-based Graph Processing Framework on FPGAs
accelerators fpgas graph-analytic-algorithm graph-processing hls programmability xilinx
Last synced: 13 Apr 2025
https://github.com/xtra-computing/medusa
Medusa: Building GPU-based Parallel Sparse Graph Applications with Sequential C/C++ Code
Last synced: 11 Jul 2025
https://github.com/xtra-computing/g3
G3: A Programmable GNN Training System on GPU
deep-neural-networks gnn gnn-architectures gpu gpu-acceleration gpu-computing graph-neural-network graph-processing graph-systems gunrock
Last synced: 13 Apr 2025
https://github.com/xtra-computing/briskstream
A Multicore, NUMA Optimised Data Stream Processing System
multicore numa-systems stream-processing
Last synced: 13 Apr 2025
https://github.com/xtra-computing/pyoe
Python library for data stream learning
Last synced: 13 Apr 2025
https://github.com/xtra-computing/fedsim
A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)
federated-learning pytorch vertical-federated-learning
Last synced: 31 Jul 2025
https://github.com/xtra-computing/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
Last synced: 23 Sep 2025
https://github.com/xtra-computing/cryptotrade
[EMNLP 2024] CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading https://aclanthology.org/2024.emnlp-main.63.pdf
Last synced: 19 Jun 2025
https://github.com/xtra-computing/simfl
Practical Federated Gradient Boosting Decision Trees (AAAI 2020)
Last synced: 13 Apr 2025
https://github.com/xtra-computing/fedov
Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)
Last synced: 13 Apr 2025
https://github.com/xtra-computing/regraph
Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines
Last synced: 13 Apr 2025
https://github.com/xtra-computing/vertibench
Feature partitioner by imbalance or correlation (ICLR 2024)
Last synced: 13 Apr 2025
https://github.com/xtra-computing/vine
Accelerating Exact Constrained Shortest Paths on GPUs
Last synced: 13 Apr 2025
https://github.com/xtra-computing/thundering
Fast Multiple Independent Random Number Sequences Generation on FPGAs
Last synced: 13 Apr 2025
https://github.com/xtra-computing/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
Last synced: 12 Jul 2025
https://github.com/xtra-computing/oebench
OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams (VLDB 2024)
Last synced: 13 Apr 2025
https://github.com/xtra-computing/deltaboost
GBDT-based model with efficient unlearning (SIGMOD 2023)
Last synced: 13 Apr 2025
https://github.com/xtra-computing/rush
A fast library for real-time burst subgraph detection
Last synced: 04 Sep 2025
https://github.com/xtra-computing/hashjoinonharp
The MAIN project of the paper "Is FPGA useful for Hash Joins?"
Last synced: 02 Mar 2025
https://github.com/xtra-computing/on-the-fly-data-shuffling-for-opencl-based-fpgas
Last synced: 13 Apr 2025
https://github.com/xtra-computing/dsp_cam
DSP_CAM project (accepted by DAC2025)
Last synced: 13 Aug 2025
https://github.com/xtra-computing/clementi
Clementi code repo (accepted by SIGMOD2025)
Last synced: 26 Jul 2025
https://github.com/xtra-computing/hashjoin_hma
A hash join implementation optimized for many-core processors with die-stacked HBMs
Last synced: 03 Jan 2026
https://github.com/xtra-computing/lip_mlnc
Implementation of ICLR' 25 paper “Multi-Label Node Classification with Label Influence Propagation".
Last synced: 19 Jun 2025
https://github.com/xtra-computing/fedgma
Communication-Efficient Generalized Neuron Matching for Federated Learning (ICPP'23)
Last synced: 03 Jan 2026
https://github.com/xtra-computing/xtra-server-terms
Terms of Use of Xtra Computing Servers
Last synced: 02 Feb 2026