simonsliu Goto Github PK

complex

Source code for experiments in the papers "Complex Embeddings for Simple Link Prediction" (ICML 2016) and "Knowledge Graph Completion via Complex Tensor Factorization" (JMLR 2017).

deep-learning-from-scratch

Source code and pdf from the book 《深度学习入门-基于Python的理论与实现》，包含源代码和高清PDF(带书签)。

deeplearning_book

各种机器学习，深度学习自学书籍

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

python-100-days

Python - 100天从新手到大师

research-kg-coke

novel deep learning research works with PaddlePaddle

simonsliu.github.io

My Blog

telm

NAACL2021-Temporal Knowledge Graph Completion using a Linear TemporalRegularizer and Multivector Embeddings

temp

Temporal Message Passing Network for Temporal Knowledge Graph Completion

tirgn

Code of TiRGN

tkbc

A knowledge base completion method which handles temporal metadata

tkg-forecasting-evaluation

Evaluation of Methods for Temporal Knowledge Graph Forecasting

tkge_paper

tlt-kge

Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion