guixiangyu1's starred repositories
annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
graph_nets
PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
datasets-knowledge-embedding
📝 A collection of common datasets used in knowledge embedding
tensorflow-socher-ntn
Reimplementation of "Reasoning With Neural Tensor Networks for Knowledge Base Completion" (Socher, Chen 2013) in Google's TensorFlow framework. MIT 6.806 Final Project. NOTE: Not maintained.
scikit-tensor
Python library for multilinear algebra and tensor factorizations
awesome-network-embedding
A curated list of network embedding techniques.
awesome-knowledge-graph
整理知识图谱相关学习资料
TensorFlow-TransX
An implementation of TransE and its extended models for Knowledge Representation Learning on TensorFlow
wikipedia2vec
A tool for learning vector representations of words and entities from Wikipedia
handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
sequence_prediction
Various Name Entity implementation on conll2003 dataset
Information-Extraction-Chinese
Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
Z_knowledge_graph
Bulding kg from 0
golden-horse
Named Entity Recognition for Chinese social media (Weibo). From EMNLP 2015 paper.
Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量