iveyhuang / LSTM_Stock

Learing the process of LSTM, and use keras achieve stock prediction using LSTM。LSTM步骤解释，然后使用keras实现用LSTM预测股票走势

使用单层的LSTM网络实现对**股票市场的预测，使用股票市场中的其中一只作为训练模型，并对别的股票进行预测，一天对一天模型：趋势预测率达到90%

Using the single-layer LSTM network to predict the Chinese stock market, using one of the stock market as a training model and forecasting other stocks, one day to one day model:the trend prediction rate reaches 90%

• 代码： Code
• LSTM学习过程：Learning process of LSTM

结果：

Result:

一天对一天模型：

one day to one day model:

用训练集后30天预测：

predic using the last 30 days in train set:

用最近30天预测：

predic using the recent 30 days:

用别的股票最近30天预测：

predic using the recent 30 days of another stock:

21天对3天的模型（非常不理想）:

21 days to 3 days model(terrible):

predic using the recent 30 days of another stock: