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RussellMcGrady's Projects

chatie icon chatie

official repository for ChatIE paper and a tool of IE using ChatGPT. Note: we set defaul openai key. See issues for the solution of gpt3.5-turbo request limit. The response speed depends on openai. ( sometimes, the official is too crowded and the speed/model will be slow/overloaded.)

graphgpt icon graphgpt

"GraphGPT: Graph Instruction Tuning for Large Language Models"

nallm icon nallm

Repository for the NaLLM project

stgat_lp icon stgat_lp

A STGAT model for link prediction on heterogeneous knowledge graphs, where Transformers are used to capture time series attributes and GATs are to capture graph structure information.

sxhage icon sxhage

Repository of JMS paper "Self-X Heterogeneous Attributed Graph Embedding-based Configuration Framework for Cognitive Mass Personalization"

time_series_forecasting_for_kg icon time_series_forecasting_for_kg

This repo. is for time series forecasting on knowledge graphs, where heterogeneous nodes and multiple features are allowed. Inputs are four dimensional like [batch size, node size, sequence size, feature size]]

transformer_time_series icon transformer_time_series

Encoder-decoder based Transformers for time series forecasting with three-dimensional data like [batch size, sequence size feature size].

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