qqfox

awesome-graph-self-supervised-learning-based-recommendation

A curated list of awesome graph & self-supervised-learning-based recommendation.

awesome-RecSys-papers

The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!

bert

TensorFlow code and pre-trained models for BERT

BERT-GNN-Dependency

bert_gnn_arxiv

Multi-class Classification with fine-tuned BERT & GNN

blog_code_GNN_scratch

A repo for holding example code

chinese-text-preprocessing

Resume_title_analysis

This project works to cluster the resume_title column and try to retrieve the core information about this dataset. In detail, the expectation is to see which categories/topic that this dataset is about. From here, the train set and test set can avoid mismatch

qqfox/awesome-RecSys-papers

The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!

qqfox/bert_gnn_arxiv

Multi-class Classification with fine-tuned BERT & GNN

qqfox/Data_Science_Bootcamp

Welcome to Data Science Bootcamp Series. This repository houses the source code and other supporting artifacts related to this bootcamp series.

qqfox/FastGCN

The sample codes for our ICLR18 paper "FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling""

qqfox/GCN_Link_prediction

Graph link prediction using joint distribution of nodes

qqfox/gcnn-survey-paper

qqfox/GNN-for-text-classification

Graph convolutional networks (GCN), graphSAGE and graph attention networks (GAT) for text classification

qqfox/GNN-Semantic-Similarity

Semantic Similarity of Text Using GNN

qqfox/GNN_SemanticTaco2

The code of "Dependency Parsing based Semantic Representation Learning with Graph Neural Network for Enhancing Expressiveness of Text-to-Speech"

qqfox/govuk-lda-tagger

An experiment of using the LDA machine learning algorithm to generate topics from documents and tag them with those topics

qqfox/Graph_Convolutional_LSTM

Traffic Graph Convolutional Recurrent Neural Network

qqfox/graph_ml

Projects that involve graph datasets

qqfox/GraphSAGE-and-GAT-for-link-prediction

GraphSAGE and GAT for link prediction.

qqfox/knowledge_graph_attention_network

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

qqfox/link-prediction

Representation learning for link prediction within social networks

qqfox/link-prediction-gcn

qqfox/machine_learning_tensorflow_kaggel

Multiple kaggel competitions(housing price prediction, titanic survival prediction, digit recognition, and speech recognition) using GCP and Jupiter notebooks. Models: Linear regression, linear classification, DNN, CNN, and transferred learning with googles tfhub. Tools: python, tensorflow, pandas, and numpy.

qqfox/ml-link-prediction-notebooks

Notebooks for the ML Link Prediction Course

qqfox/nlp_yelp_review_unsupervised

Train unsupervised LDA Topic Model on raw Yelp review text, use topic distributions as feature inputs to supervised classifier of review sentiment

qqfox/NLPGNN

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

qqfox/public_datasets

Public Machine Learning Datasets

qqfox/PyTorch-Geometric-YooChoose

This is a tutorial for PyTorch Geometric on the YooChoose dataset

qqfox/RfQASS

R shiny application for quality analytics and sixsigma

qqfox/scraping-glassdoor-selenium

Jupyter Notebook from Selenium Tutorial: Scraping Glassdoor.com"

qqfox/Text-classification-using-LDA-and-GCN

Constructed a structured heterogeneous text corpus graph to transform text classification problem into a node classification problem. Created semantic rich features by using Text GCN and topic modeling based approach-LDA which are then fed into a novel classification model.

qqfox/Text_Classification

Text Classification Algorithms: A Survey

qqfox/text_gcn.pytorch

PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."

qqfox/TextING

[ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"

qqfox/TextLevelGCN

source code of our paper presents in EMNLP 2019. https://www.aclweb.org/anthology/D19-1345/

qqfox/YooChoose_Pytorch_Geometric

YooChoose challenge with GCN in Pytorch Geometric