dogrush

dogrush's Stars

• FedML-AI/FedML

  FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

  Language:Python3.8k95327744

• graphdeeplearning/benchmarking-gnns

  Repository for benchmarking graph neural networks

  Language:Jupyter Notebook2.5k6069453

• merrymercy/awesome-tensor-compilers

  A list of awesome compiler projects and papers for tensor computation and deep learning.

  2.5k1141307

• D-X-Y/Awesome-AutoDL

  Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)

  Language:Python2.3k11118317

• microsoft/Graphormer

  Graphormer is a general-purpose deep learning backbone for molecular modeling.

  Language:Python2.2k30157343

• ARM-software/ML-KWS-for-MCU

  Keyword spotting on Arm Cortex-M Microcontrollers

  Language:C1.1k86146418

• jonaschn/awesome-he

  ✨ Awesome - A curated list of amazing Homomorphic Encryption libraries, software and resources

  1.1k48486

• lava-nc/lava

  A Software Framework for Neuromorphic Computing

  Language:Jupyter Notebook57929316146

• stratosphereips/awesome-ml-privacy-attacks

  An awesome list of papers on privacy attacks against machine learning

  57823288

• ai-techsystems/deepC

  vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers

  Language:C++572324586

• P2333/Papers-of-Robust-ML

  Related papers for robust machine learning

  56643155

• cedrickchee/awesome-ml-model-compression

  Awesome machine learning model compression research papers, quantization, tools, and learning material.

  49923061

• microsoft/nn-Meter

  A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.

  Language:Python340154959

• cornell-zhang/heterocl

  HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing

  Language:Python3291722593

• kylemath/DeepEEG

  Deep Learning with Tensor Flow for EEG MNE Epoch Objects

  Language:Jupyter Notebook26993060

• FedML-AI/FedGraphNN

  FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

  180101442

• ChanChiChoi/awesome-model-compression

  papers about model compression

  16613038

• BUAA-CI-LAB/Literatures-on-Homomorphic-Encryption

  A reading list for homomorphic encryption

  110508

• dgSPARSE/dgSPARSE-Lib

  PyTorch-Based Fast and Efficient Processing for Various Machine Learning Applications with Diverse Sparsity

  Language:Cuda1012327

• intel/hexl-fpga

  Intel Homomorphic Encryption Acceleration Library for FPGAs, including open source implementation of FPGA kernels for accelerating NTT, INTT, Keyswitch and Dyadic Multiplication modular arithmetic operations, FPGA runtime, and host APIs for connecting to third-party homomorphic encryption libraries.

  Language:C++9713025

• MarbleHE/SoK

  Repository for the SoK paper on Fully Homomorphic Encryption (FHE) compilers.

  Language:C++7793916

• amazon-science/FeatGraph

  Language:Python736109

• MarbleHE/HECO

  Optimizing compiler for Fully Homomorphic Encryption (FHE)

  Language:MLIR73113118

• chaoyanghe/FedNAS

  FedNAS: Federated Deep Learning via Neural Architecture Search

  Language:Python525216

• horizon-research/CamJ

  CamJ: an energy modeling and system-level exploration framework for in-sensor visual computing

  Language:Python23513

• natu4u/GSOC_TensorCore

  TensorCore Vector Processor for Deep Learning - Google Summer of Code Project

  Language:Verilog21202

• BUAA-CI-LAB/GNN-Feature-Decomposition

  Using Feature Decomposition method to accelerate GNN inference

  Language:Python12213

• BUAA-CI-LAB/S2EngineSimulator

  Simulator for S2Engine architucture , a CNN accelerator

  Language:C++8111

• BUAA-CI-LAB/S2EngineCompiler

  Compiler for S2Engine architecure , an CNN accelerator

  Language:C++6101

• BUAA-CI-LAB/FedSkel

  FedSkel: Efficient Federated Learning on Heterogeneous Systems with Skeleton Gradients Update [CIKM'21]

  Language:C++4101