• Individualized Indicator for All: Stock-wise Technical Indicator Optimization with Stock Embedding
• Investment Behaviors Can Tell What Inside: Exploring Stock Intrinsic Properties for Stock Trend Prediction

• Exploring Graph Neural Networks for Stock Market Predictions with Rolling Window Analysis
• Incorporating Corporation Relationship via Graph Convolutional Neural Networks for Stock Price Prediction
• Knowledge-Driven Event Embedding for Stock Prediction

• Hierarchical Complementary Attention Network for Predicting Stock Price Movements with News
• Stock Movement Prediction from Tweets and Historical Prices
• What You Say and How You Say It Matters: Predicting Financial Risk Using Verbal and Vocal Cues

• Enhancing Stock Movement Prediction with Adversarial Training
• Multi-task Recurrent Neural Networks and Higher-order Markov Random Fields for Stock Price Movement Prediction
• Stock Price Prediction via Discovering Multi-Frequency Trading Patterns

• Campbell: The Econometrics of Financial Markets
• De Prado: Advances in Financial Machine Learning

• Tushare: 一个免费、开源的python财经数据接口包。
• stocknet-dataset: A comprehensive dataset for stock movement prediction from tweets and historical stock prices.
• EarningsCall_Dataset: The earnings conference call dataset of S&P 500 companies
• 新浪财经A股个股新闻数据: 新浪财经网全部A股的个股新闻数据；时间范围：2015-11-01 至2018-01-12；

• 雪球: 聪明的投资者都在这里
• Morningstar: Empowering Investor Success
• Yahoo Finance: Stock Market Live, Quotes, Business & Finance News
• Seeking Alpha: Stock Market Insights
• EarningsCast: Latest Earnings Calls, EarningsCast - Upcoming Earnings Calls

• 知乎专栏：人工智能与量化投资

欢迎扫码加入微信讨论群!