How (NOT) To Predict Stock Prices With LSTMs
Stocks and Machine Learning — a combination made in heaven. But are things as easy as they appear to be? Source
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Using Python to Download Sentiment Data for Financial Trading
Market sentiment is an extremely important part of trading. It allows us to understand the positioning of the players who potentially could move the markets. Knowing that the majority of hedge funds are bullish on ...
Multiple Stock Prediction Using Deep Learning Network
Stock prediction is a difficult task because the data generated is enormous and is highly non-linear. Modeling such dynamical data require effective modeling technique which can analyze the hidden patterns and underlying dynamics. Neural network ...
Stock Buy/Sell Prediction Using Convolutional Neural Network
This project is loosely based on a research paper titled “Algorithmic Financial Trading with Deep Convolutional Neural Networks: Time Series to Image Conversion Approach”. Source
Using TensorTrade for Making a Simple Trading Algorithm
In this tutorial, I’m going to show how to use Ray with TensorTrade (TT) in order to create a profitable algorithm on a predictable sine curve. You may be asking yourself, why use something so ...
Algorithmic Trading in Less than 100 Lines of Python Code
The barriers to entry for algorithmic trading have never been lower. Not too long ago, only institutional investors with IT budgets in the millions of dollars could take part, but today even individuals equipped only ...
Stock Market Prediction using News Sentiments
An End-to-End Project on Time Series Analysis using Machine Learning. Predicting stock market prices has been a topic of interest among both analysts and researchers for a long time. Stock prices are hard to predict ...
A finance strategy (CPPI), implemented on Streamlit/Python, deployed on AWS EC2
In this article, I would like to show you how to design a CPPI (Constant proportion portfolio investment) strategy and publish it on the Internet. The result is http://18.219.211.47:8501/ (much more fun if you open ...
Implementation of Technical Indicators into a Machine Learning framework for Quantitative Trading
Building an ML forecasting tool to predict stock price movement using Technical Indicators on S&P100 companies Source
Printing Money With TD Ameritrade’s API
We’ve all heard about algorithmic trading in the news. It sounds great! You think of a program making money for you while you sip Mai Tais and smoke the finest ganja on the beach in ...