Pinned Repositories
50ETF_option
50ETF期权隐含波动率曲面
annotated-transformer
http://nlp.seas.harvard.edu/2018/04/03/attention.html
atec
2018atec蚂蚁金服NLP智能客服比赛 16th/2632
atec2018-nlp
2018年蚂蚁金服金融大脑赛题分享
autotrading_DQN
CS277 Project: Deep Reinforcement Learning in portfolio Management. This repo is the DQN part which implements a trading agent based on the DQN algorithm.
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
bitcoinbook
Mastering Bitcoin 2nd Edition - Programming the Open Blockchain
book-mobile-ml
The resources for my book Mobile Deep Learning In Action
Chinese-Stock-Prediction-Using-Weibo-Baidu-News-Sentiment
📈 A neural network regression model trained to predict the mean stock price percentage change everyday using financial factors like previous close price, actual previous close price, open price, market capitalization, total market value, price-to-earning ratio and price-to-book ratio, along with corresponding Sina Weibo and Baidu News sentiment scores.
ComplexNetwork-DataMining
复杂网络 + 数据挖掘
samzhaoziran's Repositories
samzhaoziran/kaggle_public
阿水的开源分支
samzhaoziran/former
Simple transformer implementation from scratch in pytorch.
samzhaoziran/Temporal-Attention-time-series-analysis
A Temporal Attention augmented Bilinear Network for Directional Prediction of Financial Time Series
samzhaoziran/Generalized-Network-Dismantling
GND and GNDR network dismantling algorithm
samzhaoziran/PGPortfolio
PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).
samzhaoziran/XGboost_Index-Enhancement-Strategy
A Index-Enhancement-Strategy based on XGboost, the code is written in Python, but the document is written in Chinese
samzhaoziran/condor
COmplex Network Description Of Regulators, an R package for bipartite network analysis
samzhaoziran/Chatbot_CN
基于金融-司法领域(兼有闲聊性质)的聊天机器人,其中的主要模块有信息抽取、NLU、NLG、知识图谱等,并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口
samzhaoziran/UCR_Time_Series_Classification_Deep_Learning_Baseline
Fully Convlutional Neural Networks for state-of-the-art time series classification
samzhaoziran/Py3plex
Py3Plex - A multilayer complex network visualization and analysis library in python3
samzhaoziran/pyunicorn
Unified Complex Network and Recurrence Analysis Toolbox
samzhaoziran/NetAna-Complex-Network-Analysis
🌺Extraction/Analysis for graph features from public datasets, using NetworkX.
samzhaoziran/konect-analysis
Analysis of large complex network collections – part of the KONECT project by Jérôme Kunegis, University of Namur
samzhaoziran/synthetic
Symbolic Generators for Complex Networks
samzhaoziran/powerful-gnns
How Powerful are Graph Neural Networks?
samzhaoziran/TABL
Temporal Attention-Augmented Bilinear Network for Financial Time-Series Data Analysis
samzhaoziran/Network_Science_Meets_Deep_Learning
Designing Deep neural network architectures using topologies from the world of Complex Networks/network Science
samzhaoziran/Reinforcement-learning-in-portfolio-management-
In this paper, we implement three state-of-art continuous reinforcement learning algorithms, Deep Deterministic Policy Gradient (DDPG), Proximal Policy Optimization (PPO) and Policy Gradient (PG)in portfolio management.
samzhaoziran/annotated-transformer
http://nlp.seas.harvard.edu/2018/04/03/attention.html
samzhaoziran/equity-portfolio-prediction
samzhaoziran/Rong360_2nd
第三届融360天机智能金融算法挑战赛-第二题:特征挖掘
samzhaoziran/State-Frequency-Memory-stock-prediction
samzhaoziran/stock-knowledge-graph
利用网络上公开的数据构建一个小型的证券知识图谱/知识库
samzhaoziran/ComplexNetwork-DataMining
复杂网络 + 数据挖掘
samzhaoziran/Complex-Network-of-Internet-Finance
samzhaoziran/Temporal_Relational_Stock_Ranking-1
samzhaoziran/Relation_extraction
面向金融领域的实体关系抽取
samzhaoziran/ComplexCi
The c++ implementation of Collective Influence (CI) algorithm in Complex Network with DataCastle Competition Solution
samzhaoziran/atec
2018atec蚂蚁金服NLP智能客服比赛 16th/2632
samzhaoziran/volatility-and-option
计算波动率的六种方法,计算隐含波动率,凤凰期权的定价,编制基于50ETF期权的VIX指数