tianjiansmile's repositories
backtrader
Python Backtesting library for trading strategies
FastBERT
The score code of FastBERT (ACL2020)
learn_backtrader
BackTrader中文教程笔记（by：量化投资与机器学习），系统性介绍Bactrader的特性、策略构建、数据结构、回测交易等，彻底掌握量化神器的使用方法。章节：介绍篇、数据篇、指标篇、交易篇、策略篇、可视化篇……（持续更新中）
text_classification
all kinds of text classification models and more with deep learning
OpenNRE
An Open-Source Package for Neural Relation Extraction (NRE)
GraphNeuralNetwork
Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.
Agriculture_KnowledgeGraph
农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策
model_build
模型训练，评估，特征分析，特征处理等
GraphEmbedding
Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec
keras
Deep Learning for humans
cogdl
CogDL: An Extensive Research Platform for Representation Learning on Graphs
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
Chinese-Text-Classification-Pytorch
中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。
pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
Agriculture-KnowledgeGraph-Data
对知识库Wikidata的爬虫以及数据处理脚本 将三元组关系对齐到语料库的脚本 获取知识图谱数据的脚本
textClassifier
tensorflow implementation
Risk_Model
风控模型
Risk_Score_Model
风控建模
euler
A distributed graph deep learning framework.
deepwalk
DeepWalk - Deep Learning for Graphs
gcn-1
An much simpler and easy understand graph convolutional network
graph-embedding
DeepWalk, build a graph and to get the nodes' vector
dgl
The official repo is https://github.com/dmlc/dgl . THIS IS A FORK.
gcn
Implementation of Graph Convolutional Networks in TensorFlow
struc2vec
This repository provides a reference implementation of struc2vec.
networkx-neo4j
NetworkX API for Neo4j Graph Algorithms.