misc. contains latest version of waifu2x.

【浅梦学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容

EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings

整理 pytorch 单机多 GPU 训练方法与原理

中文自然语言处理数据集，平时做做实验的材料。欢迎补充提交合并。

公司名语料库。机构名语料库。公司简称,缩写,品牌词,企业名。可用于中文分词、机构名实体识别。

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

Deep Learning for Finance

Models and examples built with TensorFlow

Best Practices on Recommendation Systems

Tensorflow implementation of DeepFM for CTR prediction.

The code for 2020 Tencent College Algorithm Contest, and the online result ranks 1st.

📃 **Unofficial** PyTorch Implementation of DA-RNN (arXiv:1704.02971)

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

PyTorch Implementation and Explanation of Graph Representation Learning papers involving DeepWalk, GCN, GraphSAGE, ChebNet & GAT.

Nebula Graph Importer with Go

SEBERTNets：一种面向金融领域的事件主体抽取方法

GNN综述阅读报告

Representation learning on large graphs using stochastic graph convolutions.

TensorFlow implementations of Graph Neural Networks

Papers & presentations from Hugging Face's weekly science day

AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting

Researches for Natural Language Processing for Financial Domain

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction