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pytorch-gat

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

pytorch-nlu

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务

reflection_summary

算法理论基础知识应知应会

research-proposal-template

LaTeX template to outline and draft academic papers (or theses) in Computer Science (in English and German language)

resume

An elegant \LaTeX\ résumé template. 大陆镜像 https://gods.coding.net/p/resume/git

sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

sgc

official implementation for the paper "Simplifying Graph Convolutional Networks"

spatial-temporal-attention-network-for-poi-recommendation

Codes for a WWW'21 Paper. A state-of-the-art recommender system for location/trajectory prediction.

stanford-openie-python

Stanford Open Information Extraction made simple!

subword-nmt

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

text_classification

all kinds of text classification models and more with deep learning

tkdd

transfer-learning-library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

transferlearning-tutorial

《迁移学习简明手册》LaTex源码

transformer-all-in-one

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

zihaopytorch

simple tutorial of pytorch