joneswong Goto Github PK

autograph

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bernnet

PyTorch implementation of "BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation"

cikm21automltutorial

The website for this tutorial.

codegeex

CodeGeeX: An Open Multilingual Code Generation Model

csrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

darts-tensorflow

Tensorflow code for Differentiable architecture search

dilated-cnn-ner

Dilated CNNs for NER in TensorFlow

draw

federatedscope

fedex

gatne

Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"

gcnii

PyTorch implementation of "Simple and Deep Graph Convolutional Networks"

gnsl

Graph Neural Scaling Laws

graphgym

Platform for designing and evaluating Graph Neural Networks (GNN)

joneswong.github.io

Asphalt: the personal website of Zhen Wang (Jones).

kb2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

kdd21automltutorial

The website contains all the materials about our KDD21 AutoML tutorial.

kdd22fltutorial

The website about KDD22 Federated Learning Tutorial

ml_toys

toy scripts demonstrating ML ideas

neural-tangents

Fast and Easy Infinite Neural Networks in Python

noise-contrastive-estimation-nce-for-pytorch

Re-implementation of the Noise Contrastive Estimation algorithm for pyTorch, following "Noise-contrastive estimation: A new estimation principle for unnormalized statistical models." (Gutmann and Hyvarinen, AISTATS 2010)

nre

Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT

nwgnn

some materials for reproducing the main empirical results

prml

reading notes on pattern recognition and machine learning

proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware. https://arxiv.org/abs/1812.00332

pytorch-policy-gradient-example

A toy example of Policy Gradient implemented in Pytorch

recommendersystems

rl_stadium

strap-git