Pinned Repositories
A-Deep-Learning-Based-Illegal-Insider-Trading-Detection-and-Prediction-Technique-in-Stock-Market
Illegal insider trading of stocks is based on releasing non-public information (e.g., new product launch, quarterly financial report, acquisition or merger plan) before the information is made public. Detecting illegal insider trading is difficult due to the complex, nonlinear, and non-stationary nature of the stock market. In this work, we present an approach that detects and predicts illegal insider trading proactively from large heterogeneous sources of structured and unstructured data using a deep-learning based approach combined with discrete signal processing on the time series data. In addition, we use a tree-based approach that visualizes events and actions to aid analysts in their understanding of large amounts of unstructured data. Using existing data, we have discovered that our approach has a good success rate in detecting illegal insider trading patterns. My research paper (IEEE Big Data 2018) on this can be found here: https://arxiv.org/pdf/1807.00939.pdf
A-Stock-Prediction-System-with-Deep-Learning
Try to predict stock price with LSTM、GAN and DRL, exploring the features of news and technical indicators，which help improving perfomance of predictions.
AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
architect-awesome
后端架构师技术图谱
AutomatedStockTrading-DeepQ-Learning
Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being replaced by automated trading robots. Algorithmic trading market has experienced significant growth rate and large number of firms are using it. I have tried to build a Deep Q-learning reinforcement agent model to do automated stock trading.
awesome-blockchain-cn
收集所有区块链(BlockChain)技术开发相关资料，包括Fabric和Ethereum开发资料
awesome-deep-reinforcement-learning-in-finance
🔬 A collection for those AI (RL / DL / SL / Evoluation / Genetic Algorithm) used in financial market. otherwise, we add Technology Analysis / Alpha Research / Arbitrage and other useful strategies tools & docs in quantitative finance market.
bulbea
:boar: :bear: Deep Learning based Python Library for Stock Market Prediction and Modelling
CryptoList
Curated collection of blockchain & cryptocurrency resources.
Quantitative-finance-papers-using-deep-learning
xiaosixugithub's Repositories
xiaosixugithub/awesome-deep-reinforcement-learning-in-finance
🔬 A collection for those AI (RL / DL / SL / Evoluation / Genetic Algorithm) used in financial market. otherwise, we add Technology Analysis / Alpha Research / Arbitrage and other useful strategies tools & docs in quantitative finance market.
xiaosixugithub/Quantitative-finance-papers-using-deep-learning
xiaosixugithub/A-Stock-Prediction-System-with-Deep-Learning
Try to predict stock price with LSTM、GAN and DRL, exploring the features of news and technical indicators，which help improving perfomance of predictions.
xiaosixugithub/AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
xiaosixugithub/architect-awesome
后端架构师技术图谱
xiaosixugithub/AutomatedStockTrading-DeepQ-Learning
Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being replaced by automated trading robots. Algorithmic trading market has experienced significant growth rate and large number of firms are using it. I have tried to build a Deep Q-learning reinforcement agent model to do automated stock trading.
xiaosixugithub/awesome-blockchain-cn
收集所有区块链(BlockChain)技术开发相关资料，包括Fabric和Ethereum开发资料
xiaosixugithub/CryptoList
Curated collection of blockchain & cryptocurrency resources.
xiaosixugithub/deep-q-learning-trading-system-on-hk-stocks-market
Deep q learning on determining buy/sell signal and placing orders
xiaosixugithub/deep-quant
Deep learning for forecasting company fundamental data
xiaosixugithub/Deep-Reinforcement-Learning-for-Optimal-Execution-of-Portfolio-Transactions-using-DDPG
Performing a trading strategy using deep deterministic policy gradients to know when to buy, hold or sell stocks in a virtual environment that simulates stock prices.
xiaosixugithub/deeplearning
Reinforcement Learning,NLP,VAE,CNN,Stock,Economic,Review,Quant
xiaosixugithub/DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
xiaosixugithub/deeplearning-models
A collection of various deep learning architectures, models, and tips
xiaosixugithub/DeepQuantInChina
Use Deep Learning techniques to trade in Chinese Financial Market. (Algorithm Trading)
xiaosixugithub/Event-Driven-Stock-Prediction-using-Deep-Learning
A deep learning method for event driven stock market prediction. Deep learning is useful for event-driven stock price movement prediction by proposing a novel neural tensor network for learning event embedding, and using a deep convolutional neural network to model the combined influence of long-term events and short-term events on stock price movements
xiaosixugithub/fanqiang
翻墙-科学上网
xiaosixugithub/free-programming-books-zh_CN
:books: 免费的计算机编程类中文书籍，欢迎投稿
xiaosixugithub/How-to-Predict-Stock-Prices-Easily-Demo
How to Predict Stock Prices Easily - Intro to Deep Learning #7 by Siraj Raval on Youtube
xiaosixugithub/Knowledge-Base
Knowledge Base 慢雾安全团队知识库
xiaosixugithub/KnowledgeGraphData
史上最大规模1.4亿中文知识图谱开源下载
xiaosixugithub/libpku
贵校课程资料民间整理
xiaosixugithub/Python-100-Days
Python - 100天从新手到大师
xiaosixugithub/Quantitative-Finance
Utilizando técnicas de Machine Learning e Deep Learning (IA), para o mercado financeiro.
xiaosixugithub/Quantitative-Trading
使用强化学习做A股的量化交易-Using deep reinforcement learning to do quantitative trading of a shares A-Stock
xiaosixugithub/Quantop
Quantop is a stock prediction model using Deep Learning Networks
xiaosixugithub/Shadowrocket-ADBlock-Rules
提供多款 Shadowrocket 规则，带广告过滤功能。用于 iOS 未越狱设备选择性地自动翻墙。
xiaosixugithub/Stock-Prediction-Models
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
xiaosixugithub/trading-bot
Stock Trading Bot using Deep Q-Learning
xiaosixugithub/trading_rl
the project contains an environment and agent to use deep reinforcement learning in trading. the environment uses the quant connect API in python