pengwwang

pengwwang's Stars

• 3b1b/manim

  Animation engine for explanatory math videos

  Language:Python59.8k8831.1k5.7k

• facebook/folly

  An open-source C++ library developed and used at Facebook.

  Language:C++27.3k1k1.1k5.4k

• HarisIqbal88/PlotNeuralNet

  Latex code for making neural networks diagrams

  Language:TeX21.4k2291162.8k

• eriklindernoren/PyTorch-GAN

  PyTorch implementations of Generative Adversarial Networks.

  Language:Python15.9k2241564k

• NVIDIA/Megatron-LM

  Ongoing research training transformer models at scale

  Language:Python9.1k1565522k

• wandb/wandb

  🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

  Language:Python8.5k543.2k621

• sovrasov/flops-counter.pytorch

  Flops counter for convolutional networks in pytorch framework

  Language:Python2.7k1592306

• Tencent/MedicalNet

  Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

  Language:Python1.9k6378408

• pytorch/opacus

  Training PyTorch models with differential privacy

  Language:Jupyter Notebook1.6k43285324

• xorbitsai/xorbits

  Scalable Python DS & ML, in an API compatible & lightning fast way.

  Language:Python1k1830764

• kakaobrain/torchgpipe

  A GPipe implementation in PyTorch

  Language:Python786333394

• LatticeX-Foundation/Rosetta

  A Privacy-Preserving Framework Based on TensorFlow

  Language:C++5562982109

• mortezamg63/Accessing-and-modifying-different-layers-of-a-pretrained-model-in-pytorch

  3462366

• ryderling/DEEPSEC

  DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model

  Language:Python205131670

• csong27/membership-inference

  Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)

  Language:Python17131363

• snu-csl/nvmevirt

  NVMeVirt: A Versatile Software-defined Virtual NVMe Device

  Language:C15892440

• PatrykChrabaszcz/Imagenet32_Scripts

  Scripts for Imagenet 32 dataset

  Language:Python1466946

• mc2-project/delphi

  A Cryptographic Inference Service for Neural Networks

  Language:Rust12184426

• capeprivacy/tf-trusted

  tf-trusted allows you to run TensorFlow models in secure enclaves

  Language:C++88202111

• pthimon/clustering

  Library for performing spectral clustering in C++

  Language:C++775439

• moskomule/cca.pytorch

  CCAs for looking into DNNs

  Language:Python69478

• mccorby/PhotoLabellerServer

  Federated Learning: Parameter Server doing aggregation of updates to a model coming from clients participating in a Federated Learning setup. See also the Android application companion at https://github.com/mccorby/PhotoLabeller

  Language:Kotlin5041113

• elliothe/CVPR_2019_PNI

  pytorch implementation of Parametric Noise Injection for adversarial defense

  Language:Python412316

• camel007/caffe-moon

  This repo is re-implement "MOON: A Mixed Objective Optimization Network for the Recognition of Facial Attributes"

  Language:Jupyter Notebook3951116

• zechenghe/Inverse_Collaborative_Inference

  Language:Python34309

• viscloud/saf

  SAF: Streaming Analytics Framework

  Language:C++2891213

• viscloud/ff

  FilterForward: Scaling Video Analytics on Constrained Edge Nodes

  Language:Python27905

• lux-jwang/cryptonets

  an implementation of CryptoNets

  Language:C++125

• mireshghallah/shredder-v2-self-supervised

  Language:Python74

• maheshakya/DistClust_via_LSH_L2

  This repository contains the experiments conducted in the paper: "Distributed Clustering via LSH Based Data Partitioning" (ICML 2018) with synthetic data. This implementation is not a distributed implementation. It is a single machine implementation intended to demonstrate the properties of this technique and approximation results.

  Language:Python4201