njuwuxiaotong Goto Github PK

500lines

500 Lines or Less

academianetwork

awesome-gnn-research

My future research

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

borg

Deduplicating archiver with compression and authenticated encryption.

commefficient

PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms

cryptology

das_2020_redistricting_production_code

Official release of source code for the Disclosure Avoidance System (DAS) used to protect against the disclosure of individual information based on published statistical summaries.

data-analysis

datasets_python

dbdb

dog bed database(500 lines or less)

deduplication

deeplearningbook-chinese

Deep Learning Book Chinese Translation

densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

differential-privacy

Google's differential privacy libraries.

differential-privacy-library

Diffprivlib: The IBM Differential Privacy Library

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

fair_flearn

Fair Resource Allocation in Federated Learning (ICLR '20)

faiss

A library for efficient similarity search and clustering of dense vectors.

fedavg_leakage

federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

federatedscope

An easy-to-use federated learning platform

fedml

A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)

fedprox

Federated Optimization in Heterogeneous Networks (MLSys '20)

finegrainedprivatefl

fishing---breaching

Breaching privacy in federated learning scenarios for vision and text

hadamard_response

Hadamard Response: Communication efficient, sample optimal, linear time locally private learning of distributions

invertinggradients

Algorithms to recover input data from their gradient signal through a neural network

librabinpoly

Rabin fingerprinting and deduplication library in C

litbox