Pinned Repositories
Multiverso
Parameter server framework for distributed machine learning
once-for-all
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
open-source-mac-os-apps
🚀 Awesome list of open source applications for macOS.
papers-notebook
:page_facing_up: :cn: :page_with_curl: 论文阅读笔记（分布式，虚拟化，容器，机器学习）
PFL-Non-IID
The origin of the Non-IID phenomenon is the personalization of users, who generate the Non-IID data. With Non-IID (Not Independent and Identically Distributed) issues existing in the federated learning setting, a myriad of approaches has been proposed to crack this hard nut. In contrast, the personalized federated learning may take the advantage of the Non-IID data to learn the personalized model for each user. Thanks to @Stonesjtu, this platform can also record the GPU memory usage for the model.
ps-lite
A lightweight parameter server interface
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
quantized.pytorch
setup-ipsec-vpn
Scripts to build your own IPsec VPN server, with IPsec/L2TP and Cisco IPsec on Ubuntu, Debian and CentOS
FromSystem's Repositories
FromSystem/awesome-mac
Now we have become very big, Different from the original idea. Collect premium software in various categories.
FromSystem/convnet-burden
Memory consumption and FLOP count estimates for convnets
FromSystem/d2l-pytorch
This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.
FromSystem/javacpp
The missing bridge between Java and native C++
FromSystem/MNN
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
FromSystem/once-for-all
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
FromSystem/papers-notebook
:page_facing_up: :cn: :page_with_curl: 论文阅读笔记（分布式，虚拟化，容器，机器学习）
FromSystem/PFL-Non-IID
The origin of the Non-IID phenomenon is the personalization of users, who generate the Non-IID data. With Non-IID (Not Independent and Identically Distributed) issues existing in the federated learning setting, a myriad of approaches has been proposed to crack this hard nut. In contrast, the personalized federated learning may take the advantage of the Non-IID data to learn the personalized model for each user. Thanks to @Stonesjtu, this platform can also record the GPU memory usage for the model.
FromSystem/pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
FromSystem/pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
FromSystem/quantized.pytorch
FromSystem/RandWireNN
Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"
FromSystem/setup-ipsec-vpn
Scripts to build your own IPsec VPN server, with IPsec/L2TP and Cisco IPsec on Ubuntu, Debian and CentOS
FromSystem/Swift-On-Device-Leanring
A lightweight on-device learning framework for mobile edge devices.
FromSystem/TDengine
An open-source big data platform designed and optimized for the Internet of Things (IoT).
FromSystem/awesome-python-applications
💿 Free software that works great, and also happens to be open-source Python.
FromSystem/benchmarks
Benchmark code
FromSystem/convNet.pytorch
ConvNet training using pytorch
FromSystem/DeblurGAN
Image Deblurring using Generative Adversarial Networks
FromSystem/deep-learning-from-scratch
『ゼロから作る Deep Learning』のリポジトリ
FromSystem/Falcon
An elastic parallelism-aware parameter server architecture.
FromSystem/gemmlowp
Low-precision matrix multiplication
FromSystem/GNNPapers
Must-read papers on graph neural networks (GNN)
FromSystem/horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
FromSystem/light-task-scheduler
Distributed Scheduled Job Framework
FromSystem/MNIST-CoreML-Training
Training MNIST with CoreML on Device
FromSystem/rdma-core
RDMA core userspace libraries and daemons
FromSystem/tensorboardX
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
FromSystem/USTC-CS-Courses-Resource
:heart:**科学技术大学计算机学院课程资源(https://mbinary.xyz/ustc-cs/)
FromSystem/visdom
A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.