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Cheng Zheng's starred repositories

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Language:PythonApache-2.0134899 1124 16125

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Language:PythonMIT14050 284 2083

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

PyTorch-BigGraph

Generate embeddings from large-scale graph-structured data.

Language:PythonNOASSERTION3382 89 196

PLMpapers

Must-read Papers on pre-trained language models.

Self-Attention-GAN

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

Language:Python2523 34 65

Awesome-Graph-Neural-Networks

Paper Lists for Graph Neural Networks

ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

Language:PythonMIT1944 41 298

AutoDL

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

Language:PythonApache-2.01140 32 40

tf-gnn-samples

TensorFlow implementations of Graph Neural Networks

Language:PythonMIT916 34 22

GNN4NLP-Papers

A list of recent papers about Graph Neural Network methods applied in NLP areas.

COVID-19-TweetIDs

The repository contains an ongoing collection of tweets IDs associated with the novel coronavirus COVID-19 (SARS-CoV-2), which commenced on January 28, 2020.

Language:PythonNOASSERTION712 36 25

covid19_twitter

Covid-19 Twitter dataset for non-commercial research use and pre-processing scripts - under active development

Language:Jupyter Notebook473 16 20

MixHop-and-N-GCN

An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).

Language:PythonGPL-3.0402 15 11

acronym

ACRONYM (Acronym CReatiON for You and Me)

Language:PythonMIT384 9 12

Hierarchical-attention-networks-pytorch

Hierarchical Attention Networks for document classification

Language:Python384 6 12

COVID-19_US_County-level_Summaries

Attempt to find correlation between a region's demographic/economic factors with its ability to manage disease spread

Language:HTML143 14 8

graph_adversarial_attack

Adversarial Attack on Graph Structured Data (https://arxiv.org/abs/1806.02371)

Language:PythonMIT127 4 8

Neural-Code-Search-Evaluation-Dataset

evaluation dataset consisting of natural language query and code snippet pairs

Language:PythonNOASSERTION123 8 7

KDDCUP_2020_AutoGraph_1st_Place

KDD CUP 2020 Automatic Graph Representation Learning: 1st Place Solution

Language:PythonApache-2.098 5 1

AS-GCN

tensorflow-as-gcn

Language:Python92 4 8

RelationNetworks-CLEVR

A pytorch implementation for "A simple neural network module for relational reasoning", working on the CLEVR dataset

Language:PythonMIT87 7 9

api-python

Python client library to access Data Commons

Language:Jupyter NotebookApache-2.069 26 38

geographconv

Semi-supervised User Geolocation via Graph Convolutional Networks

Language:Python67 5 6

VAE_gumble_softmax

pytorch implementation of VAE-Gumble-Softmax

Language:PythonMIT62 3 5

semanticRetrievalMRS

This is the repo for the paper "Revealing the Importance of Semantic Retrieval for Machine Reading at Scale".

Language:PythonMIT59 5 12

gcn

Implementation of Graph Convolutional Networks in TensorFlow

Language:PythonMIT45 50

UCLA_CS131_CodeHelp

Include hello-world scripts and hint code.

Language:Python36 4 1

SIF_mini_demo

minimal example for sentence embedding by Smooth Inverse Frequency weighting scheme

Language:PythonMIT35 3 6

AutoGraph2020

The 2nd place solution for KDD Cup AutoGraph2020

Language:PythonGPL-3.015 4 1