crystaljh

crystaljh's Stars

• labmlai/annotated_deep_learning_paper_implementations

  🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  Language:Python57.1k4581325.8k

• youngyangyang04/leetcode-master

  《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

  Language:Shell52.6k38324411.6k

• WZMIAOMIAO/deep-learning-for-image-processing

  deep learning for image processing including classification and object-detection etc.

  Language:Python23.5k1614238k

• zalandoresearch/fashion-mnist

  A MNIST-like fashion product database. Benchmark :point_down:

  Language:Python12k3301033k

• ccfddl/ccf-deadlines

  ⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~

  Language:Vue6.5k2283449

• Lyken17/pytorch-OpCounter

  Count the MACs / FLOPs of your PyTorch model.

  Language:Python4.9k29170528

• weiaicunzai/pytorch-cifar100

  Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

  Language:Python4.3k35821.2k

• sovrasov/flops-counter.pytorch

  Flops counter for convolutional networks in pytorch framework

  Language:Python2.8k1598306

• facebookresearch/hiplot

  HiPlot makes understanding high dimensional data easy

  Language:TypeScript2.8k2889144

• HuberTRoy/leetCode

  :pencil2: 算法相关知识储备 LeetCode with Python and JavaScript :books:

  Language:Python1.8k594423

• rwightman/gen-efficientnet-pytorch

  Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS

  Language:Python1.6k4355214

• youngfish42/Awesome-FL

  Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

  Language:Python1.6k396188

• TsingZ0/PFLlib

  37 traditional FL (tFL) or personalized FL (pFL) algorithms, 3 scenarios, and 23 datasets.

  Language:Python1.6k12204316

• mmasana/FACIL

  Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.

  Language:Python5311041100

• JeffffffFu/Awesome-Differential-Privacy-and-Meachine-Learning

  机器学习和差分隐私的论文笔记和代码仓

  Language:Python3302432

• Rhyssiyan/DER-ClassIL.pytorch

  The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021

  Language:Python15682321

• omarfoq/FedEM

  Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)

  Language:Python1553728

• AustinNeverPee/FedRecPapers

  A project for collecting and showing the current research progress of FedRec

  1386012

• wyjeong/FedWeIT

  This is an official Tensorflow-2 implementation of Federated Continual Learning with Inter-Client Weighted Transfer

  Language:Python1022027

• WenkeHuang/FCCL

  TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and Be Yourself in Heterogeneous Federated Learning

  Language:Python974611

• talshapira/FlowPic

  T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in IEEE Transactions on Network and Service Management, doi: 10.1109/TNSM.2021.3071441.

  Language:Jupyter Notebook751621

• WenkeHuang/Pytorch_FedMD

  Language:Python743310

• ipc-lab/private-ml-for-health

  Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)

  Language:Python718317

• Sungwon-Han/FEDX

  Language:Python693110

• whut2962575697/image_classification

  A Strong Baseline with Many Tricks for Image Classification

  Language:Python472114

• AdamWei-boop/Federated-Learning-with-Local-Differential-Privacy

  Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.

  Language:Python44134

• Akrusher/Fs-net

  FS-Net: A Flow Sequence Network For Encrypted Traffic Classification

  Language:Python443511

• CGCL-codes/FedGKD

  Language:Python21212

• munhyunsu/tff-app

  Federated learning based app

  Language:Jupyter Notebook12302

• qiaoyuet/arxiv_daily

  40