GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects.
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To get live stock market data, you'll need a Rapid user account.Sign up today, it's free.Then search for or navigate to one of the APIs listed in this article. Subscribe to the API of interest and begin testing their endpoints. Many of the stock APIs here provide access to real-time...
Note that this gives us a different indication than the graph, as the graph reflects conditional relations between variables, while the clustering reflects marginal properties: variables clustered together can be considered as having a similar impact at the level of the full stock market. Embedding i...
Guo et al.46, M’ng and Mehralizadeh47 have discussed the effectiveness of auto regression algorithms such as time series analysis. Given the market movement on a time-series, when the time-window is slid from the start to the end, the training and testing windows are captured sequentially....
2018. https://github.com/waditu/tushare. Accessed 1 July 2019. Wang X, Lin W. Stock market prediction using neural networks: does trading volume help in short-term prediction?. n.d. Weng B, Lu L, Wang X, Megahed FM, Martinez W. Predicting short-term stock prices using ensemble ...
Summarized by the efficient market hypothesis, the idea that stock prices fully reflect all available information is always confronted with the behavior of real-world markets. While there is plenty of evidence indicating and quantifying the efficiency of stock markets, most studies assume this efficienc...
Reinforcement learning Portfolio allocation Sentiment analysis Deep learning Stock trading 1. Introduction 1.1. Motivation Portfolio allocation is one of the most challenging and interesting problems in modern finance. This is because the stock market is a complex system [1], permeated by a web of in...
Stock-Market-Trend-Analysis-Using-HMM-LSTM Update: There is new version of this project, see more details onhttps://github.com/Yikiwi13/HMM-GMM-Timing-Strategy.git Introduction The hidden Markov model (HMM) is a signal prediction model which has been used to predict economic regimes and sto...
GitHub is where people build software. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects.