zhenv5

breaking_cycles_in_noisy_hierarchies

breaking cycles in noisy hierarchies

atp

ATP: Directed Graph Embedding with Asymmetric Transitivity Preservation

PyStack

Scripts for processing stack exchange data dump

QDEE

QDEE: Question Difficulty and Expertise Estimation in Community Question Answering Sites

ColdRoute

ColdRoute: Effective Routing of Cold Questions in Stack Exchange Sites

leaf

Leaf: A Benchmark for Federated Settings

ads-privacy

chrome-extensions-samples

Chrome Extensions Samples

CLUE

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

Deep-Learning-predicting-breast-cancer-tumor-malignancy

Predicting Cancer Malignancy with a 2 layer neural network coded from scratch in Python.

Deep-Learning-with-TensorFlow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

dlg

[NeurIPS 2019] Deep Leakage From Gradients

fedlearner

A multi-party collaborative machine learning framework

gated-graph-neural-network-samples

Sample Code for Gated Graph Neural Networks

gpt-3

GPT-3: Language Models are Few-Shot Learners

GraphSAGE

Representation learning on large graphs using stochastic graph convolutions.

homepage

Improved-Deep-Leakage-from-Gradients

The code for "Improved Deep Leakage from Gradients" (iDLG).

Labs-Federated-Learning

Accenture Labs Federated Learning

lm-evaluation-harness

A framework for few-shot evaluation of autoregressive language models.

membership-inference

Code for the paper: Breaching Membership Privacy with Labels-Only

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

privacy

Library for training machine learning models with privacy for training data

Program-of-Thoughts

Data and Code for Program of Thoughts

RelationPrediction

Implementation of R-GCNs for Relational Link Prediction

SGCN

A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).

text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

use_vim_as_ide

use vim as IDE

visualization

xDeepFM

xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems