前言
PyKEEN 文档学习笔记.
操作系统:Ubuntu 22.04.2 LTS
PyKEEN
PyKEEN is a Python package for reproducible, facile knowledge graph embeddings.
PyKEEN 代码仓库: https://github.com/pykeen/pykeen .
PyKEEN 文档地址: https://pykeen.readthedocs.io/en/stable/ .
下面笔记对应版本为:1.10.1 (2023年11月6日)
Home
文档地址:https://pykeen.readthedocs.io/en/stable/
Installation
文档地址:https://pykeen.readthedocs.io/en/stable/installation.html
First Steps
文档地址:https://pykeen.readthedocs.io/en/stable/tutorial/first_steps.html
Knowledge Graph Embedding Models
文档地址:https://pykeen.readthedocs.io/en/stable/tutorial/models.html
Tracking Results during Training
文档地址:https://pykeen.readthedocs.io/en/stable/tutorial/trackers/index.html
Using Weights and Biases
文档地址:https://pykeen.readthedocs.io/en/stable/tutorial/trackers/using_wandb.html
Saving Checkpoints during Training
文档地址:https://pykeen.readthedocs.io/en/stable/tutorial/checkpoints.html
A Toy Example with Translational Distance Models
文档地址:https://pykeen.readthedocs.io/en/stable/tutorial/translational_toy_example.html
Understanding the Evaluation
文档地址:https://pykeen.readthedocs.io/en/stable/tutorial/understanding_evaluation.html
Optimizing a Model’s Hyper-parameters
文档地址:https://pykeen.readthedocs.io/en/stable/tutorial/running_hpo.html
Running an Ablation Study
文档地址:https://pykeen.readthedocs.io/en/stable/tutorial/running_ablation.html
Performance Tricks
文档地址:https://pykeen.readthedocs.io/en/stable/tutorial/performance.html
Representations
文档地址:https://pykeen.readthedocs.io/en/stable/tutorial/representations.html
Getting Started with NodePiece
文档地址:https://pykeen.readthedocs.io/en/stable/tutorial/node_piece.html
Inductive Link Prediction
文档地址:https://pykeen.readthedocs.io/en/stable/tutorial/inductive_lp.html
PyTorch Lightning Integration
文档地址:https://pykeen.readthedocs.io/en/stable/contrib/lightning.html
Using Resolvers
文档地址:https://pykeen.readthedocs.io/en/stable/tutorial/using_resolvers.html
Troubleshooting
文档地址:https://pykeen.readthedocs.io/en/stable/tutorial/troubleshooting.html
Bring Your Own Data
文档地址:https://pykeen.readthedocs.io/en/stable/byo/data.html
Bring Your Own Interaction
文档地址:https://pykeen.readthedocs.io/en/stable/byo/interaction.html
Extending the Datasets
文档地址:https://pykeen.readthedocs.io/en/stable/extending/datasets.html
Extending the Models
文档地址:https://pykeen.readthedocs.io/en/stable/extending/models.html
结语
第一百零二篇博文写完,开心!!!!
今天,也是充满希望的一天。