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This project performs stock analysis and prediction for a list of tech stocks using historical data. It includes data visualization, calculation of Exponential Moving Averages (EMA), and prediction using both Long Short-Term Memory (LSTM) and feedforward neural networks. Setup Prerequisites Python 3...
3. Code summary 4. Full result Github Research Notebook: xcycharles/scientificProjectgithub.com/xcycharles/scientificProject/blob/master/notebooks/stat%20arb%20research%20with%20FFT%2C%20Kalman%2C%20unit%20root%20approach.ipynb Motivation Traditional pair trading using time series stationarity an...
Available online: https://github.com/bukosabino/ta (accessed on 6 October 2022). Truong, A.; Walters, A.; Goodsitt, J.; Hines, K.; Bruss, C.B.; Farivar, R. Towards automated machine learning: Evaluation and comparison of AutoML approaches and tools. Proc. Int. Conf. Tools Artif. ...
We pre-processed the text, converting to UTF-8, removing punctuation,stop words, and any character strings less than 2 characters. The pre-processing Jupyter Notebooks are on GitHub (Source Text FilteringandText Cleaning). Many of the techniques we used are described in detail in theNLTK in ...
GitHubOpenIssue GitNoColor GitRepository GitToolWindow GlobalCalendar GlobalVariable GlyphDown GlyphLeft GlyphRight GlyphUp GoOutAvailability GoOutDashboard GoOutPerformanceTrend GoOutUsage GoToBottom GoToCurrentLine GoToDeclaration GoToDefinition GoToEvent GoToField GoToFirst GoToHotSpot GoToLast GoToMethod GoTo...
GitHubCodespaces GitHubOpenIssue GitNoColor GitRepository GitToolWindow GlobalCalendar GlobalVariable GlyphDown GlyphLeft GlyphRight GlyphUp GoOutAvailability GoOutDashboard GoOutPerformanceTrend GoOutUsage GoToBottom GoToCurrentLine GoToDeclaration GoToDefinition GoToEvent GoToField GoToFirst GoToHotSpot GoToLast...
All code and data is available at github.com/rian-dolphin/stock-embeddings (accessed on 15 June 2023). Conflicts of Interest The authors declare no conflict of interest. References Bachelier, L. Théorie de la spéculation. Ann. Sci. l’École Norm. Supérieure 1900, 17, 21–86. [Google...
According toQuora: There seems to be some documentation on github & npmjs that shows you how to interact with their private API: sanko/Robinhood Jamonek/Robinhood robinhood But there's no official public API on their site. You might also want to consider using theunofficial Yahoo Finance API...
Apache Spark and Spark MLLib for building price movement prediction model from order log data. The code for this application app can be found on Github Synopsis This post is based on Modeling high-frequency limit order book dynamics with support vector machines paper. Roughly speaking I’m imple...