Ensemble learning is a process used in deep learning wherein multiple models, or experts or classifiers, are combined in an ensemble to improve forecasting results. Each individual model in the ensemble, once trained, produces a…
Category: Python
Finding Undervalued Sectors in the Stock Market
For an investor making investment decisions based on the underlying fundamentals of a company, i.e. fundamental analysis, finding companies to buy can be a daunting task. With ~3,600 publically listed companies in the United States…
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Building Redundancy Into Data Gathering for My Stock Data API
In a previous post, I wrote about an API I have created to retrieve data for stocks belonging to the Russell 2000 and S&P 500 indexes. One glaringly obvious issue with the data-gathering techniques discussed…
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Creating a Database with an API (Stock Price Data)
NOTE: because I live in Montana (and was too lazy to deal with time zones) the data stored in this database (therefore, the dates and times passed to the API endpoints) are recorded in Mountain…
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Improving GBM Stock Path Generation With Exponentially Weighted Statistics
In a recent post, I wrote about using Monte Carlo simulations to determine the likelihood of a stock option being profitable by generating multiple paths using Geometric Brownian Motion (GBM) and computing some statistics of…
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Simulating Stock Prices Using Geometric Brownian Motion
Disclaimer: This project/post is for fun/education please don’t use the results of this project to make investment decisions. If you chose to ignore this disclaimer and do just that I am not responsible for the (very…
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A MACD Implementation in Python From Scratch
Disclaimer: This post is for entertainment/educational purposes only. The content of this post is not meant to provide investment advice or to help with investment decision making. QUICK-NAV:– MACD– Implementation– Full Code Moving Average Convergence…
Simulating Stock Prices: A Naive Approach
Disclaimer: This project/post is for fun/education please don’t use the results of this project to make investment decisions. If you chose to ignore this disclaimer and do just that I am not responsible for the…
Retrieving Historical Stock Data in Python via Yahoo Finance
Retrieving historical stock data for analysis can be somewhat of a task. Many APIs that provide this information require some type of membership, account, or even fee before you have access to the data. Fortunately,…
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Screen Capturing and Streaming With Python
Recently I’ve been considering developing an artificial intelligence to play some of the games in my steam library. Most games, unlike StarCraft 2, lack an API for developers to hook into the game to observe…